files to average over: ['sig.inp.1.1', 'sig.inp.2.1', 'sig.inp.3.1', 'sig.inp.4.1', 'sig.inp.5.1'] output: Sig.average s_oo= [25.812197894387161, 26.195681324455485, 26.652831856178995, 26.655529294437002, 26.187116421990943] Edc= [25.75, 25.75, 25.75, 25.75, 25.75] /mnt/wk07/jtomczak/DATA/MATERIALS/FeSi/DMFT/QMC/U5.0/FAST/beta125/nf6/NEW/ancont -b0 0.5 # Frequency mesh parameter -nom 120 # number of matsubara points used -p0 0.1 # how fast should the low energy function fall off -b 0.9 # b parameter to determin family of basis functions -alpha4 1.0 # weight for the low energy expansion in the functional to be minimized -alpha3 0.01 # weight for the normalization in functional to be minimized -ifit 4 # number of Matsubara points used to fit the lowe energy expansion -beta 125.0 # inverse temperature -rps 1 # The lowest lorentzian is usualy at pi*T. This factor can bring it closer to zero. -Ng 60 # number of basis functions -lcut 0.18 # the lowest frequency lorentzian position -a0 0.005 # Frequency mesh start -FermiLiquid True # Low energy expansion of a Fermi liquid of Mott insulator -sig Sig.1 # input self-energy on imaginary axis -L0 20 # High energy cut-off for plotting -maxsteps 7500 # Maximum number of function evaluations in minimization routine -N0 3000 # Number of frequency points for plotting -poles [] # additional poles -vunity 0.01 # value of low-energy function at unity -wexp 1.15 # wexp^i is position where basis functions are peaked integral of sigma is 19.5006458556 omstart,omend= 10.0279637503 70.3465426992 positions= [-95.810353062289835, -83.313350488947691, -72.446391729519732, -62.996862373495432, -54.779880324778638, -47.63467854328578, -41.421459602857198, -36.018660524223655, -31.320574368890135, -27.23528205990447, -23.682853965134321, -20.593786056638542, -17.907640049250908, -15.571860912392095, -13.540748619471387, -11.774564016931643, -10.238751319070994, -8.9032620165834739, -7.7419669709421512, -6.7321451921236113, -5.854039297498792, -5.0904689543467763, -4.4264947429102408, -3.8491258634002099, -3.3470659681740957, -2.9104921462383442, -2.5308627358594298, -2.2007502050951566, -1.9136958305175276, -1.6640833308848069, -1.4470289833780932, -1.2582860725026896, -1.094161802176252, -0.95144504537065411, -0.82734351771361225, -0.71942914583792372, -0.62559056159819459, -0.54399179269408227, -0.47303634147311507, -0.41133594910705668, -0.35768343400613622, -0.31102907304881411, -0.27046006352070795, -0.23518266393105039, -0.20450666428786995, 0.20450666428786995, 0.23518266393105039, 0.27046006352070795, 0.31102907304881411, 0.35768343400613622, 0.41133594910705668, 0.47303634147311507, 0.54399179269408227, 0.62559056159819459, 0.71942914583792372, 0.82734351771361225, 0.95144504537065411, 1.094161802176252, 1.2582860725026896, 1.4470289833780932, 1.6640833308848069, 1.9136958305175276, 2.2007502050951566, 2.5308627358594298, 2.9104921462383442, 3.3470659681740957, 3.8491258634002099, 4.4264947429102408, 5.0904689543467763, 5.854039297498792, 6.7321451921236113, 7.7419669709421512, 8.9032620165834739, 10.238751319070994, 11.774564016931643, 13.540748619471387, 15.571860912392095, 17.907640049250908, 20.593786056638542, 23.682853965134321, 27.23528205990447, 31.320574368890135, 36.018660524223655, 41.421459602857198, 47.63467854328578, 54.779880324778638, 62.996862373495432, 72.446391729519732, 83.313350488947691, 95.810353062289835] Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 209 Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 201 estimated derivatives (real): [ 0.87417562 0.05593887 -0.26575267] estimated derivatives (imag): [ -1.09532805e-04 -2.46877766e-01 7.01166648e-02] [0.8741756160534534, 0.05593886888207876, -0.26575267202797981, -0.00010953280481191409, -0.24687776620037311, 0.070116664848171306] Expecting real-axis derivatives (real): [0.8741756160534534, -0.24687776620037311, 0.26575267202797981] Expecting real-axis derivatives (imag): [-0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] INTEGRAL of A0 IS: 0.965785969051 der0= [-0.18980169166580069, -1.6887808372677053, 0.64746687338010567, -0.0097889154562870503, -0.3502580264282843, -6.2663033518437175] derx[-95.8103530623]= [0.0085228555824921007, -0.00010898035334758608, 4.1764185269136369e-06, 8.2669661697694e-54, -1.5635134996242773e-51, -7.1077840209561947e-49] derx[-83.3133504889]= [0.0098012839198658944, -0.00014412651732401255, 6.3518142201911857e-06, 2.7397595950822314e-52, -5.1779594957150307e-50, -2.3585210510820992e-47] derx[-72.4463917295]= [0.011271476507845761, -0.00019060731914154167, 9.6603185606492432e-06, 8.6500601633895075e-51, -1.633599528899339e-48, -7.455946102486875e-46] derx[-62.9968623735]= [0.012962197984022587, -0.00025207817959376107, 1.4692141184477393e-05, 2.6017332473480648e-49, -4.9097407264963796e-47, -2.2455390941975289e-44] derx[-54.7798803248]= [0.014906527681626053, -0.00033337339247312782, 2.2344905288690157e-05, 7.4548652197806343e-48, -1.4057024233606163e-45, -6.4430367540670856e-43] derx[-47.6346785433]= [0.01714250683386976, -0.00044088631154667564, 3.3983827283296497e-05, 2.0349158731574764e-46, -3.8339439046593243e-44, -1.7612048391453252e-41] derx[-41.4214596029]= [0.019713882858950281, -0.00058307214703549458, 5.1685149117250331e-05, 5.2915001032886517e-45, -9.961186177166039e-43, -4.5864368299763937e-40] derx[-36.0186605242]= [0.022670965287792638, -0.00077111291448596396, 7.8606668338406617e-05, 1.3107887073703961e-43, -2.465383405427074e-41, -1.1378476523234552e-38] derx[-31.3205743689]= [0.026071610080961479, -0.0010197968293365702, 0.00011955092339302555, 3.0931696029214755e-42, -5.8124721513155538e-40, -2.689259396042291e-37] derx[-27.2352820599]= [0.029982351593105135, -0.001348681306867305, 0.0001818220627648071, 6.9532417388986423e-41, -1.3053738720564068e-38, -6.0550496243572037e-36] derx[-23.6828539651]= [0.034479704332070156, -0.0017836310282832058, 0.00027652869625176464, 1.4889448634962081e-39, -2.792549355648727e-37, -1.2987798529448557e-34] derx[-20.5937860566]= [0.039651659981879125, -0.0023588520350101162, 0.00042056571905304966, 3.0371935237137141e-38, -5.6905294146369864e-36, -2.6538868994763323e-33] derx[-17.9076400493]= [0.0455994089791582, -0.0031195818162140111, 0.00063962814281273944, 5.901514173763703e-37, -1.1045463898456212e-34, -5.1659990472976226e-32] derx[-15.5718609124]= [0.052439320326025343, -0.0041256469519293359, 0.00097279504760800644, 1.0923098466957013e-35, -2.0421513687837769e-33, -9.5795935062685208e-31] derx[-13.5407486195]= [0.06030521837491655, -0.0054561680939181675, 0.0014795008012918546, 1.925810606176196e-34, -3.5963120225303188e-32, -1.6922178430836346e-29] derx[-11.7745640169]= [0.069351001131128576, -0.007215782304231361, 0.0022501380683330806, 3.2341502547716464e-33, -6.0323230358786469e-31, -2.8475885134391034e-28] derx[-10.2387513191]= [0.079753651300747033, -0.0095428720973941041, 0.0034221833041864647, 5.1734335065777587e-32, -9.6374343171602032e-30, -4.5646244855959372e-27] derx[-8.90326201658]= [0.091716698995755103, -0.012620448348551019, 0.0052047223680670648, 7.8824704211905626e-31, -1.4664902125262712e-28, -6.970028471141622e-26] derx[-7.74196697094]= [0.10547420384491106, -0.016690542940761249, 0.0079157507125258795, 1.1439390965856831e-29, -2.1253403705531809e-27, -1.0138185632233187e-24] derx[-6.73214519212]= [0.12129533442123068, -0.022073243038726875, 0.012038904750841208, 1.581220017574481e-28, -2.9335901623534707e-26, -1.4046764933421827e-23] derx[-5.8540392975]= [0.13948963458357522, -0.029191863918240489, 0.018309744560900752, 2.0817174104165374e-27, -3.8563935464899037e-25, -1.8538587219749329e-22] derx[-5.09046895435]= [0.1604130797694242, -0.038606240029510727, 0.027846983988248267, 2.6102490142661983e-26, -4.8279500301965724e-24, -2.3305299183680028e-21] derx[-4.42649474291]= [0.18447504173143997, -0.05105675243435194, 0.042352086311801866, 3.1171864011304797e-25, -5.7561406471883655e-23, -2.790638245118459e-20] derx[-3.8491258634]= [0.2121462979843243, -0.067522555083116956, 0.064412841506271301, 3.5453043830932318e-24, -6.5354274324212872e-22, -3.1828477187619899e-19] derx[-3.34706596817]= [0.24396824266822886, -0.089298579071888207, 0.097965112021562287, 3.8401012450509089e-23, -7.066043107163671e-21, -3.4576721772557592e-18] derx[-2.91049214624]= [0.28056347904081713, -0.11809737076305007, 0.14899516725777157, 3.961118378240738e-22, -7.2748295085993223e-20, -3.5776600363883824e-17] derx[-2.53086273586]= [0.32264800084132278, -0.15618377269780609, 0.22660800905196618, 3.8910393537388945e-21, -7.1317628690613516e-19, -3.525759861377681e-16] derx[-2.2007502051]= [0.37104520085563819, -0.20655303907439265, 0.34465248200314719, 3.6397510855441909e-20, -6.6570277755589062e-18, -3.3092935274175312e-15] derx[-1.91369583052]= [0.42670198075888122, -0.2731663934406024, 0.52419351577690543, 3.2420554938830689e-19, -5.9163453326115752e-17, -2.9582616378432449e-14] derx[-1.66408333088]= [0.49070727741979459, -0.36126255362329707, 0.79727340075704434, 2.7497616481154147e-18, -5.006045873702775e-16, -2.5185217482482373e-13] derx[-1.44702898338]= [0.56431336812134592, -0.47776972322575734, 1.2126348580980251, 2.2206351464212222e-17, -4.0325595242601316e-15, -2.0419775416789245e-12] derx[-1.2582860725]= [0.64896037150520114, -0.63185044983494754, 1.8444304200167501, 1.7074461625528132e-16, -3.0923285628796021e-14, -1.5766662396033966e-11] derx[-1.09416180218]= [0.74630442353838566, -0.83562219874628996, 2.8054790155498681, 1.2499216051287467e-15, -2.2572571432048896e-13, -1.1593073118119489e-10] derx[-0.951445045371]= [0.85825007963375521, -1.1051103087730014, 4.2674491924493339, 8.7108542408061598e-15, -1.5683239310636961e-12, -8.1173216596169225e-10] derx[-0.827343517714]= [0.98698757660146441, -1.4615082694612105, 6.491598917872107, 5.7790295698967254e-14, -1.0370872292827202e-11, -5.4121085168215654e-09] derx[-0.719429145838]= [1.1350356829073567, -1.9328444217070395, 9.8756153012471621, 3.6495278136103326e-13, -6.5265134797000069e-11, -3.4359169562651344e-08] derx[-0.625590561598]= [1.3052909744711956, -2.5561861317248615, 15.025031051025511, 2.1936860769540444e-12, -3.9083270641575652e-10, -2.0769337053342982e-07] derx[-0.543991792694]= [1.5010844977696234, -3.3805547223618464, 22.862204156719432, 1.2549701785573352e-11, -2.2268782150268045e-09, -1.1953254508159464e-06] derx[-0.473036341473]= [1.7262469241038028, -4.4707802587624936, 34.792805941333192, 6.8324220908640528e-11, -1.2071027193089189e-08, -6.5495453439237542e-06] derx[-0.411335949107]= [1.9851834599654929, -5.9125989968736077, 52.960554957477328, 3.5396075130050982e-10, -6.2240568287936372e-08, -3.4164369850638078e-05] derx[-0.357683434006]= [2.2829599587205482, -7.8193935378330712, 80.637790980233973, 1.7447222358117852e-09, -3.0522185469645164e-07, -0.00016964709467006216] derx[-0.311029073049]= [2.6254018755533113, -10.341103713617086, 122.82606919721783, 8.1815177397770628e-09, -1.4232852750050958e-06, -0.00080186453406200003] derx[-0.270460063521]= [3.0192079109335341, -13.676004006656266, 187.18343862424052, 3.6493576931613925e-08, -6.3097538322614523e-06, -0.0036074883999633002] derx[-0.235182663931]= [3.4720803721839926, -18.086261717587981, 285.46411069451585, 1.5481186350097081e-07, -2.6587215764889555e-05, -0.015446232737521956] derx[-0.204506664288]= [3.9928743892566603, -23.918471220982084, 435.77066704353092, 6.2447877842537021e-07, -0.00010645156417874828, -0.062938191882866451] derx[0.204506664288]= [-3.9928743892566567, -23.91847122098018, -435.77066704374766, 6.2447877842536883e-07, 0.00010645156417874802, -0.062938191882866326] derx[0.235182663931]= [-3.4720803721840268, -18.086261717589622, -285.46411069183932, 1.5481186350097068e-07, 2.6587215764889538e-05, -0.01544623273752195] derx[0.270460063521]= [-3.0192079109335386, -13.676004006654662, -187.1834386238836, 3.6493576931613825e-08, 6.3097538322614312e-06, -0.0036074883999632915] derx[0.311029073049]= [-2.6254018755532895, -10.341103713621196, -122.82606919893854, 8.1815177397770363e-09, 1.4232852750050903e-06, -0.00080186453406199786] derx[0.357683434006]= [-2.2829599587205633, -7.8193935378310906, -80.6377909789977, 1.7447222358117813e-09, 3.0522185469645096e-07, -0.00016964709467006181] derx[0.411335949107]= [-1.9851834599654814, -5.9125989968711501, -52.960554958369542, 3.539607513005093e-10, 6.224056828793628e-08, -3.4164369850638038e-05] derx[0.473036341473]= [-1.7262469241038088, -4.4707802587614545, -34.792805940874302, 6.8324220908640541e-11, 1.2071027193089192e-08, -6.5495453439237508e-06] derx[0.543991792694]= [-1.5010844977696363, -3.3805547223631054, -22.862204155750725, 1.2549701785573334e-11, 2.226878215026802e-09, -1.1953254508159452e-06] derx[0.625590561598]= [-1.3052909744711927, -2.556186131726558, -15.025031051267689, 2.1936860769540424e-12, 3.9083270641575616e-10, -2.0769337053342966e-07] derx[0.719429145838]= [-1.1350356829073633, -1.9328444217077245, -9.8756153007245828, 3.649527813610325e-13, 6.5265134796999926e-11, -3.4359169562651285e-08] derx[0.827343517714]= [-0.9869875766014663, -1.4615082694603609, -6.491598917722353, 5.7790295698967217e-14, 1.03708722928272e-11, -5.4121085168215596e-09] derx[0.951445045371]= [-0.85825007963375799, -1.1051103087735705, -4.2674491922103499, 8.710854240806144e-15, 1.5683239310636929e-12, -8.1173216596169091e-10] derx[1.09416180218]= [-0.74630442353838777, -0.83562219874748678, -2.8054790154000937, 1.249921605128746e-15, 2.2572571432048886e-13, -1.1593073118119485e-10] derx[1.2582860725]= [-0.64896037150520147, -0.63185044983476568, -1.844430419997626, 1.7074461625528137e-16, 3.0923285628796046e-14, -1.5766662396033966e-11] derx[1.44702898338]= [-0.56431336812134392, -0.47776972322449252, -1.2126348582700965, 2.2206351464212179e-17, 4.0325595242601237e-15, -2.0419775416789204e-12] derx[1.66408333088]= [-0.49070727741979392, -0.36126255362375692, -0.79727340081439957, 2.7497616481154089e-18, 5.0060458737027661e-16, -2.5185217482482333e-13] derx[1.91369583052]= [-0.42670198075887911, -0.27316639344028765, -0.52419351594419028, 3.2420554938830674e-19, 5.9163453326115728e-17, -2.9582616378432443e-14] derx[2.2007502051]= [-0.37104520085563675, -0.20655303907488132, -0.34465248211626864, 3.6397510855441897e-20, 6.6570277755589077e-18, -3.3092935274175293e-15] derx[2.53086273586]= [-0.32264800084132444, -0.15618377269780753, -0.22660800892450728, 3.8910393537388952e-21, 7.1317628690613506e-19, -3.525759861377681e-16] derx[2.91049214624]= [-0.28056347904081708, -0.11809737076298842, -0.14899516725936476, 3.9611183782407366e-22, 7.2748295085993199e-20, -3.5776600363883824e-17] derx[3.34706596817]= [-0.24396824266822814, -0.089298579072039183, -0.097965112076528443, 3.8401012450509065e-23, 7.0660431071636635e-21, -3.4576721772557588e-18] derx[3.8491258634]= [-0.21214629798432325, -0.067522555083012109, -0.064412841587525971, 3.5453043830932267e-24, 6.5354274324212787e-22, -3.1828477187619855e-19] derx[4.42649474291]= [-0.18447504173143989, -0.051056752433961267, -0.042352086317378079, 3.1171864011304747e-25, 5.756140647188355e-23, -2.7906382451184548e-20] derx[5.09046895435]= [-0.16041307976942246, -0.038606240029585813, -0.027846984126064372, 2.6102490142662001e-26, 4.8279500301965798e-24, -2.3305299183680051e-21] derx[5.8540392975]= [-0.13948963458357569, -0.029191863918355685, -0.018309744525849277, 2.0817174104165353e-27, 3.8563935464898982e-25, -1.853858721974931e-22] derx[6.73214519212]= [-0.12129533442123012, -0.022073243038910506, -0.01203890479425768, 1.5812200175744812e-28, 2.9335901623534718e-26, -1.4046764933421824e-23] derx[7.74196697094]= [-0.10547420384491163, -0.016690542940869576, -0.0079157506679151876, 1.1439390965856811e-29, 2.1253403705531773e-27, -1.0138185632233169e-24] derx[8.90326201658]= [-0.091716698995754992, -0.01262044834866034, -0.0052047223756351169, 7.882470421190553e-31, 1.4664902125262692e-28, -6.970028471141614e-26] derx[10.2387513191]= [-0.07975365130074677, -0.0095428720973087817, -0.0034221833229072761, 5.1734335065777543e-32, 9.6374343171601948e-30, -4.5646244855959336e-27] derx[11.7745640169]= [-0.069351001131128548, -0.007215782304166217, -0.0022501380699262831, 3.2341502547716402e-33, 6.0323230358786364e-31, -2.847588513439098e-28] derx[13.5407486195]= [-0.06030521837491612, -0.0054561680939067955, -0.0014795008351484304, 1.925810606176194e-34, 3.5963120225303166e-32, -1.6922178430836318e-29] derx[15.5718609124]= [-0.052439320326025433, -0.0041256469519438841, -0.00097279504023918919, 1.0923098466956999e-35, 2.0421513687837735e-33, -9.5795935062685068e-31] derx[17.9076400493]= [-0.045599408979157964, -0.0031195818161513251, -0.00063962816133427227, 5.901514173763693e-37, 1.1045463898456194e-34, -5.1659990472976116e-32] derx[20.5937860566]= [-0.039651659981879507, -0.0023588520349896525, -0.0004205656889805006, 3.037193523713711e-38, 5.6905294146369803e-36, -2.6538868994763278e-33] derx[23.6828539651]= [-0.034479704332070295, -0.0017836310283373077, -0.0002765286843023837, 1.4889448634962078e-39, 2.7925493556487249e-37, -1.2987798529448557e-34] derx[27.2352820599]= [-0.029982351593105479, -0.0013486813068621919, -0.0001818220356795552, 6.9532417388986321e-41, 1.3053738720564037e-38, -6.0550496243571957e-36] derx[31.3205743689]= [-0.02607161008096159, -0.0010197968293845733, -0.00011955091512805332, 3.0931696029214736e-42, 5.8124721513155538e-40, -2.6892593960422906e-37] derx[36.0186605242]= [-0.022670965287792652, -0.00077111291445544259, -7.8606667342612403e-05, 1.3107887073703943e-43, 2.465383405427072e-41, -1.1378476523234532e-38] derx[41.4214596029]= [-0.019713882858950364, -0.00058307214707319077, -5.1685142146787062e-05, 5.2915001032886449e-45, 9.9611861771660263e-43, -4.586436829976388e-40] derx[47.6346785433]= [-0.017142506833869708, -0.00044088631156081115, -3.3983831565150672e-05, 2.0349158731574737e-46, 3.8339439046593193e-44, -1.7612048391453232e-41] derx[54.7798803248]= [-0.01490652768162601, -0.00033337339248709402, -2.2344908823709362e-05, 7.4548652197806185e-48, 1.4057024233606129e-45, -6.4430367540670737e-43] derx[62.9968623735]= [-0.012962197984022625, -0.00025207817957927716, -1.4692138495862959e-05, 2.6017332473480618e-49, 4.9097407264963737e-47, -2.2455390941975269e-44] derx[72.4463917295]= [-0.011271476507845728, -0.0001906073191512558, -9.6603211994654175e-06, 8.6500601633895075e-51, 1.633599528899339e-48, -7.455946102486875e-46] derx[83.3133504889]= [-0.0098012839198659274, -0.00014412651731666106, -6.3518115315820932e-06, 2.7397595950822265e-52, 5.1779594957150203e-50, -2.3585210510820943e-47] derx[95.8103530623]= [-0.0085228555824920608, -0.00010898035338146838, -4.1764217134118179e-06, 8.2669661697693895e-54, 1.5635134996242749e-51, -7.1077840209561871e-49] 0 chi2= 2844.07435589 chi3= 1.97215226305e-33 chi4= 1.35630829862 chi5= 0 nrm= 1.0 der= [-0.0021237791869967359, -1.0139505888608593, 0.0072448072525273461, -0.00010952800246407975, -0.003919199560753474, -0.070589939414746852] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 1 chi2= 18.2034973087 chi3= 0.000581259707635 chi4= 0.00978077586432 chi5= 0 nrm= 1.24109328229 der= [0.87713797502523783, -0.3456856115392179, -0.029871896293008959, -0.00010953271663108051, -0.0039191995607525693, -0.070116575470803202] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 2 chi2= 5.84949159793 chi3= 0.00139182668738 chi4= 0.00114274704167 chi5= 0 nrm= 1.37307193507 der= [0.87117594229896478, -0.28047605580636004, 0.050500959256119082, -0.0001095327166310855, -0.003919199560753474, -0.070116575470342682] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 3 chi2= 2.4293354192 chi3= 0.00299512740111 chi4= 9.67091204733e-05 chi5= 0 nrm= 1.54727757136 der= [0.87112126625864172, -0.25598663029681135, 0.062330498279718871, -0.0001095327166310855, -0.003919199560753474, -0.070116575470342751] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 4 chi2= 1.20750857694 chi3= 0.00493772371886 chi4= 1.82031718925e-05 chi5= 0 nrm= 1.70268938507 der= [0.87391119576138521, -0.25062699402991134, 0.0706644898064204, -0.0001095327166310855, -0.003919199560753474, -0.070116575470342696] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 5 chi2= 0.963228908169 chi3= 0.00551666240665 chi4= 3.51027355747e-05 chi5= 0 nrm= 1.7427423784 der= [0.86909083615639238, -0.24465757897452475, 0.06455841128335045, -0.0001095327166310855, -0.003919199560753474, -0.07011657547034264] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 6 chi2= 0.746948079321 chi3= 0.00632582732806 chi4= 8.39631716766e-06 chi5= 0 nrm= 1.795350698 der= [0.87300190435048197, -0.24519116194867413, 0.068180419307939055, -0.0001095327166310855, -0.003919199560753474, -0.07011657547034264] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 7 chi2= 0.313945338666 chi3= 0.0101878346528 chi4= 7.09291289102e-05 chi5= 0 nrm= 2.00934803972 der= [0.86733273721626747, -0.24214552430677974, 0.14577682474127754, -0.00010953259392697533, -0.0039192204774682014, -0.07012894222337808] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 8 chi2= 0.213055435149 chi3= 0.0107994917753 chi4= 0.000119970542602 chi5= 0 nrm= 2.03920603228 der= [0.87211291908203314, -0.23632438361586316, 0.063977172252854639, -0.0001095327166310855, -0.003919199560753474, -0.07011657547034264] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 9 chi2= 0.201027591324 chi3= 0.0109841953915 chi4= 6.90253818665e-05 chi5= 0 nrm= 2.04805512219 der= [0.87274862379718221, -0.23882861687962001, 0.12684026322760342, -0.00010953262616897811, -0.0039192149813460746, -0.070125692708060322] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 10 chi2= 0.188190703805 chi3= 0.0113399747916 chi4= 0.000107359579534 chi5= 0 nrm= 2.06489317734 der= [0.87132699304162875, -0.23710956813349493, 0.077162416925301597, -0.00010953269649755518, -0.003919202992809811, -0.070118604630655765] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 11 chi2= 0.169796877152 chi3= 0.0119313657216 chi4= 3.16291987968e-05 chi5= 0 nrm= 2.09230791087 der= [0.86988608548446034, -0.24332265412267656, 0.209210639823663, -0.00010953250458969593, -0.0039192357063173727, -0.070137946095132395] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 12 chi2= 0.0593231665289 chi3= 0.0159748046711 chi4= 1.30788521227e-05 chi5= 0 nrm= 2.26391473886 der= [0.87278242333234324, -0.25012753784363934, 0.32109216990452827, -0.00010953261533132305, -0.003919216963090319, -0.070126678426188263] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 13 chi2= 0.0585674557712 chi3= 0.0158683267071 chi4= 2.48600502819e-06 chi5= 0 nrm= 2.25969546745 der= [0.87296048208744403, -0.24769049317874386, 0.23776611505675987, -0.00010953271372964263, -0.0039192000680633608, -0.070116857381885597] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 14 chi2= 0.0566313147142 chi3= 0.0159582331757 chi4= 9.19963897005e-06 chi5= 0 nrm= 2.26325900653 der= [0.87296187421911664, -0.24958359695902904, 0.30240579840767823, -0.00010953263940955023, -0.0039192127926386084, -0.070124304033524654] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 15 chi2= 0.0543091381932 chi3= 0.0160478093445 chi4= 1.6680275739e-05 chi5= 0 nrm= 2.2667994847 der= [0.87329317289789588, -0.25078049405245362, 0.32897296914854424, -0.00010953267833508611, -0.0039192061890256334, -0.070120355675570331] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 16 chi2= 0.0531219731163 chi3= 0.0160716377361 chi4= 1.33274543047e-05 chi5= 0 nrm= 2.26773963163 der= [0.87393755663427597, -0.25045375516786811, 0.31184826316194492, -0.00010953270003235398, -0.0039192024484195039, -0.070118202225052578] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 17 chi2= 0.0517568425466 chi3= 0.016205036167 chi4= 3.29098750808e-05 chi5= 0 nrm= 2.27299003008 der= [0.87412502294508154, -0.2524936864915644, 0.37054533399414968, -0.00010953266014183801, -0.0039192093290881585, -0.070122158536167475] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 18 chi2= 0.0506048316417 chi3= 0.0163352149208 chi4= 1.15492698552e-05 chi5= 0 nrm= 2.27809291215 der= [0.87433424533625603, -0.25020235210794295, 0.31054447692473186, -0.00010953270038181416, -0.0039192023877540972, -0.070118167874229878] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 19 chi2= 0.0497938255527 chi3= 0.0164082872941 chi4= 3.47994707504e-05 chi5= 0 nrm= 2.2809483711 der= [0.87419924431479767, -0.25265242362483148, 0.37445591884271984, -0.00010953265895091631, -0.0039192095346272382, -0.070122276556924351] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 20 chi2= 0.0490314430109 chi3= 0.0164345408815 chi4= 1.13025980965e-05 chi5= 0 nrm= 2.281972733 der= [0.87419091769362922, -0.25016938196831973, 0.31014017284433115, -0.00010953269992997798, -0.0039192024661362096, -0.070118212333601673] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 21 chi2= 0.0451887923785 chi3= 0.0167376073948 chi4= 1.55831643974e-06 chi5= 0 nrm= 2.29373905386 der= [0.87345486826846241, -0.24770901305523288, 0.23795642338545736, -0.00010953271274929373, -0.0039192002379273934, -0.070116954427226444] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 22 chi2= 0.0447311514503 chi3= 0.0167183412868 chi4= 3.35503953747e-06 chi5= 0 nrm= 2.29299424928 der= [0.87373427415918137, -0.24856584530408757, 0.24574237125760845, -0.00010953271449968943, -0.0039191999343409891, -0.07011678214349637] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 23 chi2= 0.0445277181549 chi3= 0.0166995587534 chi4= 1.63354618989e-06 chi5= 0 nrm= 2.29226772587 der= [0.87384382237098013, -0.24795635262079152, 0.23583513897599856, -0.00010953271544575759, -0.0039191997691819004, -0.070116689878453486] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 24 chi2= 0.0442994167694 chi3= 0.0167113486115 chi4= 1.9665961757e-06 chi5= 0 nrm= 2.29272381472 der= [0.87383831805843115, -0.24811165913919578, 0.24131297928374235, -0.00010953271443249791, -0.003919199945418928, -0.070116789213590394] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 25 chi2= 0.0437694167562 chi3= 0.0167824741779 chi4= 7.09904381304e-06 chi5= 0 nrm= 2.29547189 der= [0.87376676360097261, -0.24945727391998163, 0.27436592834121803, -0.00010953271198458387, -0.0039192003736216972, -0.070117027263326609] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 26 chi2= 0.029927041644 chi3= 0.0181095285213 chi4= 1.17216056382e-06 chi5= 0 nrm= 2.34571648282 der= [0.87464623161077648, -0.24752238292843184, 0.21431861366190891, -0.00010953271625101359, -0.0039191996277420033, -0.070116612030751604] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 27 chi2= 0.0290113968867 chi3= 0.0181486557794 chi4= 8.06745118891e-07 chi5= 0 nrm= 2.3471694689 der= [0.87455194446171391, -0.24680039034687462, 0.20342046314769108, -0.00010953271624803714, -0.0039191996278284515, -0.070116612664690103] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 28 chi2= 0.0282595387805 chi3= 0.0181920483602 chi4= 9.1348385774e-07 chi5= 0 nrm= 2.34877901675 der= [0.87442390910000956, -0.24739854600982414, 0.21007339297470576, -0.00010953271642483698, -0.0039191995972125034, -0.070116595224986214] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 29 chi2= 0.0277009895682 chi3= 0.0182287501037 chi4= 1.34263410188e-06 chi5= 0 nrm= 2.35013888559 der= [0.87442062513075081, -0.24775003686729816, 0.21563840875727472, -0.00010953271641018724, -0.0039191995998051343, -0.07011659662579818] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 30 chi2= 0.0272977562734 chi3= 0.0182581096488 chi4= 7.78460305337e-07 chi5= 0 nrm= 2.35122572684 der= [0.87451640341073111, -0.24702802010837774, 0.20499549579999737, -0.0001095327164329972, -0.003919199595726109, -0.0701165944782184] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 31 chi2= 0.0268177293592 chi3= 0.0183111696965 chi4= 7.65046004984e-07 chi5= 0 nrm= 2.35318770673 der= [0.87438696103211699, -0.24724601555151901, 0.20970205907089035, -0.00010953271632651976, -0.0039191996144135911, -0.070116604783646036] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 32 chi2= 0.0265390002004 chi3= 0.018331696132 chi4= 8.74258833091e-07 chi5= 0 nrm= 2.35394594176 der= [0.87442767530499199, -0.24735449234168738, 0.2098194481142498, -0.00010953271642619993, -0.003919199596937633, -0.070116595121368669] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 33 chi2= 0.0253742692256 chi3= 0.018485486833 chi4= 1.89489803934e-06 chi5= 0 nrm= 2.35961343157 der= [0.87474704943309023, -0.24794315515318935, 0.22541612331858885, -0.0001095327140593861, -0.0039192000048354778, -0.070116830138679406] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 34 chi2= 0.0227482950766 chi3= 0.0188867546144 chi4= 5.97367993758e-06 chi5= 0 nrm= 2.37429089404 der= [0.87520556074697153, -0.24901640889873849, 0.23958080246951208, -0.0001095327162785483, -0.0039191996230379025, -0.070116609263914775] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 35 chi2= 0.0212846345938 chi3= 0.0195099752335 chi4= 1.04066585154e-05 chi5= 0 nrm= 2.39678112936 der= [0.87526919884789878, -0.24986730687767156, 0.26048282583196319, -0.00010953271570540862, -0.0039191997236608274, -0.070116664708946091] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 36 chi2= 0.0196080703899 chi3= 0.0197056189484 chi4= 4.60450413445e-06 chi5= 0 nrm= 2.40376703724 der= [0.87503313960282114, -0.2487546613731077, 0.23821771057066712, -0.00010953271520979012, -0.0039191998090492468, -0.070116713521649332] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 37 chi2= 0.0187448819555 chi3= 0.0196821051236 chi4= 3.22840129882e-06 chi5= 0 nrm= 2.40292926135 der= [0.87547399642223778, -0.24790194157894974, 0.218522394523778, -0.00010953271649554084, -0.0039191995847552546, -0.070116588420197384] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 38 chi2= 0.0179521515358 chi3= 0.0196946815948 chi4= 6.60163016703e-06 chi5= 0 nrm= 2.40337741163 der= [0.87524330137693807, -0.24913200168107502, 0.23266248989375352, -0.00010953271640960698, -0.0039191995999183823, -0.07011659667290826] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 39 chi2= 0.0171494155327 chi3= 0.019695158579 chi4= 1.55947476047e-06 chi5= 0 nrm= 2.40339440568 der= [0.8750768186228256, -0.24701217763505606, 0.19802987998872831, -0.00010953271655659904, -0.0039191995739449609, -0.070116582584410586] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 40 chi2= 0.0167010200666 chi3= 0.0197265002698 chi4= 1.90389720662e-06 chi5= 0 nrm= 2.40451060052 der= [0.87515920340487741, -0.24660227662974707, 0.18894420728430822, -0.00010953271660485482, -0.0039191995654190188, -0.070116577959975931] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 41 chi2= 0.0163716890294 chi3= 0.0197474123636 chi4= 2.01730347968e-06 chi5= 0 nrm= 2.40525486527 der= [0.87521260600812478, -0.24661702226582663, 0.18807620747189249, -0.00010953271661074871, -0.0039191995643744959, -0.070116577397557125] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 42 chi2= 0.0160601541877 chi3= 0.0197909816389 chi4= 2.03434727725e-06 chi5= 0 nrm= 2.40680423794 der= [0.87517849676835735, -0.24648723835851838, 0.18794130049006383, -0.00010953271661226456, -0.0039191995641067665, -0.0701165772521819] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 43 chi2= 0.0158748601474 chi3= 0.0197991492281 chi4= 1.96774901142e-06 chi5= 0 nrm= 2.40709449676 der= [0.87522338429958935, -0.2466682884537128, 0.19122447683515195, -0.00010953271660818384, -0.0039191995648306293, -0.070116577641051309] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 44 chi2= 0.0153160700234 chi3= 0.0199208375367 chi4= 1.6246274729e-06 chi5= 0 nrm= 2.41141197163 der= [0.87511144563008925, -0.24705750239625623, 0.19897387473601874, -0.0001095327165623499, -0.0039191995729266245, -0.070116582035963673] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 45 chi2= 0.0151796312019 chi3= 0.0199090712522 chi4= 1.85942071814e-06 chi5= 0 nrm= 2.41099508334 der= [0.87522432910513204, -0.24690788301686892, 0.19588780022677071, -0.00010953271659468506, -0.0039191995672204364, -0.070116578931119014] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 46 chi2= 0.0150886365008 chi3= 0.0199015514598 chi4= 2.26767359822e-06 chi5= 0 nrm= 2.41072858693 der= [0.87532211304898988, -0.2465431172872555, 0.19021303059332234, -0.00010953271660602445, -0.0039191995652087877, -0.070116577850705436] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 47 chi2= 0.0145731148246 chi3= 0.0199704280867 chi4= 2.31646751892e-06 chi5= 0 nrm= 2.41316765059 der= [0.87539616660483555, -0.24712970963514255, 0.19556408488392629, -0.00010953271660774865, -0.0039191995649080769, -0.070116577682322739] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 48 chi2= 0.0144119227179 chi3= 0.0199866040446 chi4= 2.23722587754e-06 chi5= 0 nrm= 2.41373986449 der= [0.8753027212859098, -0.24656488501738233, 0.18839891075931012, -0.00010953271661348742, -0.0039191995638890378, -0.0701165771362951] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 49 chi2= 0.0142958327836 chi3= 0.020030125789 chi4= 1.83916203455e-06 chi5= 0 nrm= 2.41527826907 der= [0.87518638807771931, -0.24679821177433064, 0.19222931225526174, -0.00010953271660273117, -0.0039191995657949586, -0.070116578162956467] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 50 chi2= 0.0137004776083 chi3= 0.0201051744564 chi4= 2.12993106117e-06 chi5= 0 nrm= 2.41792716514 der= [0.87520148626060024, -0.24646839142685845, 0.18579461586969873, -0.00010953271661581856, -0.0039191995634741744, -0.070116576915223258] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 51 chi2= 0.0136468156545 chi3= 0.0200898799025 chi4= 3.1906208002e-06 chi5= 0 nrm= 2.41738773462 der= [0.87522907885104617, -0.24585377570972813, 0.17847863180138859, -0.00010953271661998215, -0.0039191995627330996, -0.07011657652045146] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 52 chi2= 0.0135835694599 chi3= 0.0200863741922 chi4= 3.04825605996e-06 chi5= 0 nrm= 2.41726406122 der= [0.87528804219872569, -0.24598280589254362, 0.17977560653461572, -0.00010953271661622272, -0.003919199563397961, -0.070116576880297196] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 53 chi2= 0.0127525729011 chi3= 0.0202081580473 chi4= 3.92788332321e-06 chi5= 0 nrm= 2.42155401049 der= [0.87518409115375551, -0.24552107445971164, 0.17632984392550236, -0.00010953271545957968, -0.0039191997637188503, -0.070116690950324981] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 54 chi2= 0.0120010827365 chi3= 0.0203577671611 chi4= 1.98374085747e-06 chi5= 0 nrm= 2.42680647465 der= [0.87511141812435544, -0.24640676978625245, 0.18729420403091634, -0.00010953271650723822, -0.0039191995825683633, -0.07011658739432175] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 55 chi2= 0.00919343485167 chi3= 0.0208484141394 chi4= 3.68573105195e-06 chi5= 0 nrm= 2.44389799291 der= [0.87519228989251141, -0.24556693641846561, 0.1843139792106567, -0.00010953270043261395, -0.0039192023339947252, -0.070118198535689111] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 56 chi2= 0.00823357730052 chi3= 0.0208192880728 chi4= 2.99456721121e-06 chi5= 0 nrm= 2.44288904884 der= [0.87548608540454653, -0.24633330595410105, 0.18147956055562922, -0.00010953271659186803, -0.0039191995676954149, -0.070116579219182379] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 57 chi2= 0.00747182058316 chi3= 0.0207510171645 chi4= 7.07629669124e-06 chi5= 0 nrm= 2.44052133495 der= [0.87563020679955672, -0.24497921059006605, 0.1615728060494892, -0.00010953271662949046, -0.0039191995610390858, -0.070116575620219709] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 58 chi2= 0.00742944069134 chi3= 0.0207252054983 chi4= 7.48268619399e-06 chi5= 0 nrm= 2.43962514212 der= [0.87573745898888311, -0.24495899898216095, 0.16129882567811207, -0.00010953271662965326, -0.0039191995610099702, -0.070116575604891027] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 59 chi2= 0.00741428517111 chi3= 0.020713150271 chi4= 8.52771006471e-06 chi5= 0 nrm= 2.43920638794 der= [0.87574666294046988, -0.24472314247180935, 0.15867729053523513, -0.00010953271662854384, -0.0039191995606657308, -0.070116575717984159] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 60 chi2= 0.00727714445401 chi3= 0.0207077670721 chi4= 7.25949819214e-06 chi5= 0 nrm= 2.43901935609 der= [0.87573076632052849, -0.24501015452154978, 0.1617128788500358, -0.00010953271663001539, -0.0039191995609453179, -0.070116575570713047] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 61 chi2= 0.00725381166765 chi3= 0.020684459394 chi4= 6.64874320043e-06 chi5= 0 nrm= 2.4382092822 der= [0.87581129146398917, -0.24524630330163483, 0.16372162958441877, -0.00010953271663010494, -0.0039191995609294417, -0.070116575562172656] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 62 chi2= 0.00712301277675 chi3= 0.0205012331592 chi4= 5.8211569982e-06 chi5= 0 nrm= 2.43182516947 der= [0.87597286881508984, -0.24566506249320436, 0.17356890837842368, -0.00010953271658826288, -0.0039191995683118619, -0.070116579580035324] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 63 chi2= 0.00708188079841 chi3= 0.0203459656586 chi4= 4.95395714628e-06 chi5= 0 nrm= 2.42639285117 der= [0.87606398397799123, -0.24627719449765051, 0.17876228416095424, -0.00010953271662454381, -0.0039191995619203149, -0.070116576088619209] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 64 chi2= 0.0069829112437 chi3= 0.0203630931337 chi4= 5.96716884551e-06 chi5= 0 nrm= 2.42699310207 der= [0.87602337682121012, -0.2456954635028489, 0.17170456080537241, -0.00010953271662772955, -0.003919199561353023, -0.070116575786771995] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 65 chi2= 0.0068827939575 chi3= 0.0203697214657 chi4= 5.69007641206e-06 chi5= 0 nrm= 2.42722533139 der= [0.87602774239250547, -0.24582377317956053, 0.17204042369810632, -0.0001095327166288289, -0.0039191995611574434, -0.070116575682460144] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 66 chi2= 0.00667672249039 chi3= 0.0203459052675 chi4= 6.45678684514e-06 chi5= 0 nrm= 2.42639073425 der= [0.8759263832857026, -0.245423572183191, 0.16543736390500349, -0.00010953271663009016, -0.003919199560932095, -0.070116575563557035] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 67 chi2= 0.0066594951027 chi3= 0.0203441203729 chi4= 6.82517042035e-06 chi5= 0 nrm= 2.42632816606 der= [0.87595888667981059, -0.24534319305916191, 0.16477757766466553, -0.00010953271663011305, -0.003919199560927988, -0.070116575561411112] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 68 chi2= 0.00662143693374 chi3= 0.0203535582781 chi4= 6.82014803336e-06 chi5= 0 nrm= 2.4266589739 der= [0.8759181963640178, -0.24530141413690248, 0.16435881289657736, -0.00010953271663012398, -0.0039191995609260278, -0.070116575560385058] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 69 chi2= 0.00657298575799 chi3= 0.0203524501689 chi4= 7.14537293551e-06 chi5= 0 nrm= 2.42662013756 der= [0.87593052148760742, -0.24521737716119424, 0.1638613823302171, -0.00010953271663014159, -0.0039191995609228723, -0.070116575558735267] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 70 chi2= 0.00648283010181 chi3= 0.0203482002516 chi4= 6.85035558986e-06 chi5= 0 nrm= 2.42647117923 der= [0.87592124783437586, -0.24529586550669449, 0.16425829430190741, -0.00010953271663013519, -0.0039191995609240181, -0.070116575559333649] exp= [0.8741756160534534, -0.24687776620037311, 0.26575267202797981, -0.00010953280481191409, -0.05593886888207876, -0.070116664848171306] 0 -95.8103530623 1.12560496449 1 -83.3133504889 0.991678946963 2 -72.4463917295 0.889620253172 3 -62.9968623735 0.819469451414 4 -54.7798803248 0.782233886865 5 -47.6346785433 0.779829760439 6 -41.4214596029 0.814937494688 7 -36.0186605242 0.890690394357 8 -31.3205743689 1.01012301021 9 -27.2352820599 1.17526322915 10 -23.6828539651 1.38575561649 11 -20.5937860566 1.63689951003 12 -17.9076400493 1.91702315943 13 -15.5718609124 2.20417874763 14 -13.5407486195 2.46227005366 15 -11.7745640169 2.63687455055 16 -10.2387513191 2.65122441979 17 -8.90326201658 2.4029967893 18 -7.74196697094 1.76273148637 19 -6.73214519212 0.574717567048 20 -5.8540392975 1e-12 21 -5.09046895435 1e-12 22 -4.42649474291 1e-12 23 -3.8491258634 1e-12 24 -3.34706596817 1e-12 25 -2.91049214624 1e-12 26 -2.53086273586 1e-12 27 -2.2007502051 1e-12 28 -1.91369583052 1e-12 29 -1.66408333088 1e-12 30 -1.44702898338 1e-12 31 -1.2582860725 1.371160746e-07 32 -1.09416180218 1.44597755742e-06 33 -0.951445045371 0.0012105135522 34 -0.827343517714 0.0163985791623 35 -0.719429145838 1e-12 36 -0.625590561598 1e-12 37 -0.543991792694 1e-12 38 -0.473036341473 1e-12 39 -0.411335949107 1e-12 40 -0.357683434006 1e-12 41 -0.311029073049 1e-12 42 -0.270460063521 1e-12 43 -0.235182663931 1e-12 44 -0.204506664288 1e-12 45 0.204506664288 1e-12 46 0.235182663931 1e-12 47 0.270460063521 1e-12 48 0.311029073049 1e-12 49 0.357683434006 1e-12 50 0.411335949107 1e-12 51 0.473036341473 1e-12 52 0.543991792694 1e-12 53 0.625590561598 1e-12 54 0.719429145838 1e-12 55 0.827343517714 1e-12 56 0.951445045371 1e-12 57 1.09416180218 1e-12 58 1.2582860725 1e-12 59 1.44702898338 1e-12 60 1.66408333088 1e-12 61 1.91369583052 1e-12 62 2.2007502051 1e-12 63 2.53086273586 1e-12 64 2.91049214624 1e-12 65 3.34706596817 1e-12 66 3.8491258634 1e-12 67 4.42649474291 1e-12 68 5.09046895435 1e-12 69 5.8540392975 1e-12 70 6.73214519212 1e-12 71 7.74196697094 9.12702732597e-07 72 8.90326201658 0.00532008180038 73 10.2387513191 0.515131327166 74 11.7745640169 1.24048418108 75 13.5407486195 1.57499223133 76 15.5718609124 1.65775101738 77 17.9076400493 1.58809963258 78 20.5937860566 1.43489812741 79 23.6828539651 1.16035720266 80 27.2352820599 1.02928133518 81 31.3205743689 0.932994848889 82 36.0186605242 0.859117552188 83 41.4214596029 0.812546906272 84 47.6346785433 0.795289872794 85 54.7798803248 0.807842986586 86 62.9968623735 0.850108309307 87 72.4463917295 0.921975106261 88 83.3133504889 1.02368514085 89 95.8103530623 1.15604078884 -b0 0.5 # Frequency mesh parameter -nom 120 # number of matsubara points used -p0 0.1 # how fast should the low energy function fall off -b 0.9 # b parameter to determin family of basis functions -alpha4 1.0 # weight for the low energy expansion in the functional to be minimized -alpha3 0.01 # weight for the normalization in functional to be minimized -ifit 4 # number of Matsubara points used to fit the lowe energy expansion -beta 125.0 # inverse temperature -rps 1 # The lowest lorentzian is usualy at pi*T. This factor can bring it closer to zero. -Ng 60 # number of basis functions -lcut 0.18 # the lowest frequency lorentzian position -a0 0.005 # Frequency mesh start -FermiLiquid True # Low energy expansion of a Fermi liquid of Mott insulator -sig Sig.2 # input self-energy on imaginary axis -L0 20 # High energy cut-off for plotting -maxsteps 7500 # Maximum number of function evaluations in minimization routine -N0 3000 # Number of frequency points for plotting -poles [] # additional poles -vunity 0.01 # value of low-energy function at unity -wexp 1.15 # wexp^i is position where basis functions are peaked integral of sigma is 20.2986451934 omstart,omend= 10.0279637503 70.3465426992 positions= [-95.810353062289835, -83.313350488947691, -72.446391729519732, -62.996862373495432, -54.779880324778638, -47.63467854328578, -41.421459602857198, -36.018660524223655, -31.320574368890135, -27.23528205990447, -23.682853965134321, -20.593786056638542, -17.907640049250908, -15.571860912392095, -13.540748619471387, -11.774564016931643, -10.238751319070994, -8.9032620165834739, -7.7419669709421512, -6.7321451921236113, -5.854039297498792, -5.0904689543467763, -4.4264947429102408, -3.8491258634002099, -3.3470659681740957, -2.9104921462383442, -2.5308627358594298, -2.2007502050951566, -1.9136958305175276, -1.6640833308848069, -1.4470289833780932, -1.2582860725026896, -1.094161802176252, -0.95144504537065411, -0.82734351771361225, -0.71942914583792372, -0.62559056159819459, -0.54399179269408227, -0.47303634147311507, -0.41133594910705668, -0.35768343400613622, -0.31102907304881411, -0.27046006352070795, -0.23518266393105039, -0.20450666428786995, 0.20450666428786995, 0.23518266393105039, 0.27046006352070795, 0.31102907304881411, 0.35768343400613622, 0.41133594910705668, 0.47303634147311507, 0.54399179269408227, 0.62559056159819459, 0.71942914583792372, 0.82734351771361225, 0.95144504537065411, 1.094161802176252, 1.2582860725026896, 1.4470289833780932, 1.6640833308848069, 1.9136958305175276, 2.2007502050951566, 2.5308627358594298, 2.9104921462383442, 3.3470659681740957, 3.8491258634002099, 4.4264947429102408, 5.0904689543467763, 5.854039297498792, 6.7321451921236113, 7.7419669709421512, 8.9032620165834739, 10.238751319070994, 11.774564016931643, 13.540748619471387, 15.571860912392095, 17.907640049250908, 20.593786056638542, 23.682853965134321, 27.23528205990447, 31.320574368890135, 36.018660524223655, 41.421459602857198, 47.63467854328578, 54.779880324778638, 62.996862373495432, 72.446391729519732, 83.313350488947691, 95.810353062289835] Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 204 Optimization terminated successfully. Current function value: 0.000000 Iterations: 6 Function evaluations: 276 estimated derivatives (real): [ 0.72488306 0.02711604 -0.29789564] estimated derivatives (imag): [-0.00151309 -0.45907974 0.38629821] [0.72488306131960911, 0.027116038067984408, -0.29789564161874149, -0.0015130874867749196, -0.45907974242806299, 0.38629820606298121] Expecting real-axis derivatives (real): [0.72488306131960911, -0.45907974242806299, 0.29789564161874149] Expecting real-axis derivatives (imag): [-0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] INTEGRAL of A0 IS: 0.979789008876 der0= [-0.62408661463509052, -4.2851458047431912, 5.7453514537133055, -0.10556404705595249, -1.8918130929787067, -26.950758707481548] derx[-95.8103530623]= [0.0085228555824921007, -0.00010898035334758608, 4.1764185269136369e-06, 8.2669661697694e-54, -1.5635134996242773e-51, -7.1077840209561947e-49] derx[-83.3133504889]= [0.0098012839198658944, -0.00014412651732401255, 6.3518142201911857e-06, 2.7397595950822314e-52, -5.1779594957150307e-50, -2.3585210510820992e-47] derx[-72.4463917295]= [0.011271476507845761, -0.00019060731914154167, 9.6603185606492432e-06, 8.6500601633895075e-51, -1.633599528899339e-48, -7.455946102486875e-46] derx[-62.9968623735]= [0.012962197984022587, -0.00025207817959376107, 1.4692141184477393e-05, 2.6017332473480648e-49, -4.9097407264963796e-47, -2.2455390941975289e-44] derx[-54.7798803248]= [0.014906527681626053, -0.00033337339247312782, 2.2344905288690157e-05, 7.4548652197806343e-48, -1.4057024233606163e-45, -6.4430367540670856e-43] derx[-47.6346785433]= [0.01714250683386976, -0.00044088631154667564, 3.3983827283296497e-05, 2.0349158731574764e-46, -3.8339439046593243e-44, -1.7612048391453252e-41] derx[-41.4214596029]= [0.019713882858950281, -0.00058307214703549458, 5.1685149117250331e-05, 5.2915001032886517e-45, -9.961186177166039e-43, -4.5864368299763937e-40] derx[-36.0186605242]= [0.022670965287792638, -0.00077111291448596396, 7.8606668338406617e-05, 1.3107887073703961e-43, -2.465383405427074e-41, -1.1378476523234552e-38] derx[-31.3205743689]= [0.026071610080961479, -0.0010197968293365702, 0.00011955092339302555, 3.0931696029214755e-42, -5.8124721513155538e-40, -2.689259396042291e-37] derx[-27.2352820599]= [0.029982351593105135, -0.001348681306867305, 0.0001818220627648071, 6.9532417388986423e-41, -1.3053738720564068e-38, -6.0550496243572037e-36] derx[-23.6828539651]= [0.034479704332070156, -0.0017836310282832058, 0.00027652869625176464, 1.4889448634962081e-39, -2.792549355648727e-37, -1.2987798529448557e-34] derx[-20.5937860566]= [0.039651659981879125, -0.0023588520350101162, 0.00042056571905304966, 3.0371935237137141e-38, -5.6905294146369864e-36, -2.6538868994763323e-33] derx[-17.9076400493]= [0.0455994089791582, -0.0031195818162140111, 0.00063962814281273944, 5.901514173763703e-37, -1.1045463898456212e-34, -5.1659990472976226e-32] derx[-15.5718609124]= [0.052439320326025343, -0.0041256469519293359, 0.00097279504760800644, 1.0923098466957013e-35, -2.0421513687837769e-33, -9.5795935062685208e-31] derx[-13.5407486195]= [0.06030521837491655, -0.0054561680939181675, 0.0014795008012918546, 1.925810606176196e-34, -3.5963120225303188e-32, -1.6922178430836346e-29] derx[-11.7745640169]= [0.069351001131128576, -0.007215782304231361, 0.0022501380683330806, 3.2341502547716464e-33, -6.0323230358786469e-31, -2.8475885134391034e-28] derx[-10.2387513191]= [0.079753651300747033, -0.0095428720973941041, 0.0034221833041864647, 5.1734335065777587e-32, -9.6374343171602032e-30, -4.5646244855959372e-27] derx[-8.90326201658]= [0.091716698995755103, -0.012620448348551019, 0.0052047223680670648, 7.8824704211905626e-31, -1.4664902125262712e-28, -6.970028471141622e-26] derx[-7.74196697094]= [0.10547420384491106, -0.016690542940761249, 0.0079157507125258795, 1.1439390965856831e-29, -2.1253403705531809e-27, -1.0138185632233187e-24] derx[-6.73214519212]= [0.12129533442123068, -0.022073243038726875, 0.012038904750841208, 1.581220017574481e-28, -2.9335901623534707e-26, -1.4046764933421827e-23] derx[-5.8540392975]= [0.13948963458357522, -0.029191863918240489, 0.018309744560900752, 2.0817174104165374e-27, -3.8563935464899037e-25, -1.8538587219749329e-22] derx[-5.09046895435]= [0.1604130797694242, -0.038606240029510727, 0.027846983988248267, 2.6102490142661983e-26, -4.8279500301965724e-24, -2.3305299183680028e-21] derx[-4.42649474291]= [0.18447504173143997, -0.05105675243435194, 0.042352086311801866, 3.1171864011304797e-25, -5.7561406471883655e-23, -2.790638245118459e-20] derx[-3.8491258634]= [0.2121462979843243, -0.067522555083116956, 0.064412841506271301, 3.5453043830932318e-24, -6.5354274324212872e-22, -3.1828477187619899e-19] derx[-3.34706596817]= [0.24396824266822886, -0.089298579071888207, 0.097965112021562287, 3.8401012450509089e-23, -7.066043107163671e-21, -3.4576721772557592e-18] derx[-2.91049214624]= [0.28056347904081713, -0.11809737076305007, 0.14899516725777157, 3.961118378240738e-22, -7.2748295085993223e-20, -3.5776600363883824e-17] derx[-2.53086273586]= [0.32264800084132278, -0.15618377269780609, 0.22660800905196618, 3.8910393537388945e-21, -7.1317628690613516e-19, -3.525759861377681e-16] derx[-2.2007502051]= [0.37104520085563819, -0.20655303907439265, 0.34465248200314719, 3.6397510855441909e-20, -6.6570277755589062e-18, -3.3092935274175312e-15] derx[-1.91369583052]= [0.42670198075888122, -0.2731663934406024, 0.52419351577690543, 3.2420554938830689e-19, -5.9163453326115752e-17, -2.9582616378432449e-14] derx[-1.66408333088]= [0.49070727741979459, -0.36126255362329707, 0.79727340075704434, 2.7497616481154147e-18, -5.006045873702775e-16, -2.5185217482482373e-13] derx[-1.44702898338]= [0.56431336812134592, -0.47776972322575734, 1.2126348580980251, 2.2206351464212222e-17, -4.0325595242601316e-15, -2.0419775416789245e-12] derx[-1.2582860725]= [0.64896037150520114, -0.63185044983494754, 1.8444304200167501, 1.7074461625528132e-16, -3.0923285628796021e-14, -1.5766662396033966e-11] derx[-1.09416180218]= [0.74630442353838566, -0.83562219874628996, 2.8054790155498681, 1.2499216051287467e-15, -2.2572571432048896e-13, -1.1593073118119489e-10] derx[-0.951445045371]= [0.85825007963375521, -1.1051103087730014, 4.2674491924493339, 8.7108542408061598e-15, -1.5683239310636961e-12, -8.1173216596169225e-10] derx[-0.827343517714]= [0.98698757660146441, -1.4615082694612105, 6.491598917872107, 5.7790295698967254e-14, -1.0370872292827202e-11, -5.4121085168215654e-09] derx[-0.719429145838]= [1.1350356829073567, -1.9328444217070395, 9.8756153012471621, 3.6495278136103326e-13, -6.5265134797000069e-11, -3.4359169562651344e-08] derx[-0.625590561598]= [1.3052909744711956, -2.5561861317248615, 15.025031051025511, 2.1936860769540444e-12, -3.9083270641575652e-10, -2.0769337053342982e-07] derx[-0.543991792694]= [1.5010844977696234, -3.3805547223618464, 22.862204156719432, 1.2549701785573352e-11, -2.2268782150268045e-09, -1.1953254508159464e-06] derx[-0.473036341473]= [1.7262469241038028, -4.4707802587624936, 34.792805941333192, 6.8324220908640528e-11, -1.2071027193089189e-08, -6.5495453439237542e-06] derx[-0.411335949107]= [1.9851834599654929, -5.9125989968736077, 52.960554957477328, 3.5396075130050982e-10, -6.2240568287936372e-08, -3.4164369850638078e-05] derx[-0.357683434006]= [2.2829599587205482, -7.8193935378330712, 80.637790980233973, 1.7447222358117852e-09, -3.0522185469645164e-07, -0.00016964709467006216] derx[-0.311029073049]= [2.6254018755533113, -10.341103713617086, 122.82606919721783, 8.1815177397770628e-09, -1.4232852750050958e-06, -0.00080186453406200003] derx[-0.270460063521]= [3.0192079109335341, -13.676004006656266, 187.18343862424052, 3.6493576931613925e-08, -6.3097538322614523e-06, -0.0036074883999633002] derx[-0.235182663931]= [3.4720803721839926, -18.086261717587981, 285.46411069451585, 1.5481186350097081e-07, -2.6587215764889555e-05, -0.015446232737521956] derx[-0.204506664288]= [3.9928743892566603, -23.918471220982084, 435.77066704353092, 6.2447877842537021e-07, -0.00010645156417874828, -0.062938191882866451] derx[0.204506664288]= [-3.9928743892566567, -23.91847122098018, -435.77066704374766, 6.2447877842536883e-07, 0.00010645156417874802, -0.062938191882866326] derx[0.235182663931]= [-3.4720803721840268, -18.086261717589622, -285.46411069183932, 1.5481186350097068e-07, 2.6587215764889538e-05, -0.01544623273752195] derx[0.270460063521]= [-3.0192079109335386, -13.676004006654662, -187.1834386238836, 3.6493576931613825e-08, 6.3097538322614312e-06, -0.0036074883999632915] derx[0.311029073049]= [-2.6254018755532895, -10.341103713621196, -122.82606919893854, 8.1815177397770363e-09, 1.4232852750050903e-06, -0.00080186453406199786] derx[0.357683434006]= [-2.2829599587205633, -7.8193935378310906, -80.6377909789977, 1.7447222358117813e-09, 3.0522185469645096e-07, -0.00016964709467006181] derx[0.411335949107]= [-1.9851834599654814, -5.9125989968711501, -52.960554958369542, 3.539607513005093e-10, 6.224056828793628e-08, -3.4164369850638038e-05] derx[0.473036341473]= [-1.7262469241038088, -4.4707802587614545, -34.792805940874302, 6.8324220908640541e-11, 1.2071027193089192e-08, -6.5495453439237508e-06] derx[0.543991792694]= [-1.5010844977696363, -3.3805547223631054, -22.862204155750725, 1.2549701785573334e-11, 2.226878215026802e-09, -1.1953254508159452e-06] derx[0.625590561598]= [-1.3052909744711927, -2.556186131726558, -15.025031051267689, 2.1936860769540424e-12, 3.9083270641575616e-10, -2.0769337053342966e-07] derx[0.719429145838]= [-1.1350356829073633, -1.9328444217077245, -9.8756153007245828, 3.649527813610325e-13, 6.5265134796999926e-11, -3.4359169562651285e-08] derx[0.827343517714]= [-0.9869875766014663, -1.4615082694603609, -6.491598917722353, 5.7790295698967217e-14, 1.03708722928272e-11, -5.4121085168215596e-09] derx[0.951445045371]= [-0.85825007963375799, -1.1051103087735705, -4.2674491922103499, 8.710854240806144e-15, 1.5683239310636929e-12, -8.1173216596169091e-10] derx[1.09416180218]= [-0.74630442353838777, -0.83562219874748678, -2.8054790154000937, 1.249921605128746e-15, 2.2572571432048886e-13, -1.1593073118119485e-10] derx[1.2582860725]= [-0.64896037150520147, -0.63185044983476568, -1.844430419997626, 1.7074461625528137e-16, 3.0923285628796046e-14, -1.5766662396033966e-11] derx[1.44702898338]= [-0.56431336812134392, -0.47776972322449252, -1.2126348582700965, 2.2206351464212179e-17, 4.0325595242601237e-15, -2.0419775416789204e-12] derx[1.66408333088]= [-0.49070727741979392, -0.36126255362375692, -0.79727340081439957, 2.7497616481154089e-18, 5.0060458737027661e-16, -2.5185217482482333e-13] derx[1.91369583052]= [-0.42670198075887911, -0.27316639344028765, -0.52419351594419028, 3.2420554938830674e-19, 5.9163453326115728e-17, -2.9582616378432443e-14] derx[2.2007502051]= [-0.37104520085563675, -0.20655303907488132, -0.34465248211626864, 3.6397510855441897e-20, 6.6570277755589077e-18, -3.3092935274175293e-15] derx[2.53086273586]= [-0.32264800084132444, -0.15618377269780753, -0.22660800892450728, 3.8910393537388952e-21, 7.1317628690613506e-19, -3.525759861377681e-16] derx[2.91049214624]= [-0.28056347904081708, -0.11809737076298842, -0.14899516725936476, 3.9611183782407366e-22, 7.2748295085993199e-20, -3.5776600363883824e-17] derx[3.34706596817]= [-0.24396824266822814, -0.089298579072039183, -0.097965112076528443, 3.8401012450509065e-23, 7.0660431071636635e-21, -3.4576721772557588e-18] derx[3.8491258634]= [-0.21214629798432325, -0.067522555083012109, -0.064412841587525971, 3.5453043830932267e-24, 6.5354274324212787e-22, -3.1828477187619855e-19] derx[4.42649474291]= [-0.18447504173143989, -0.051056752433961267, -0.042352086317378079, 3.1171864011304747e-25, 5.756140647188355e-23, -2.7906382451184548e-20] derx[5.09046895435]= [-0.16041307976942246, -0.038606240029585813, -0.027846984126064372, 2.6102490142662001e-26, 4.8279500301965798e-24, -2.3305299183680051e-21] derx[5.8540392975]= [-0.13948963458357569, -0.029191863918355685, -0.018309744525849277, 2.0817174104165353e-27, 3.8563935464898982e-25, -1.853858721974931e-22] derx[6.73214519212]= [-0.12129533442123012, -0.022073243038910506, -0.01203890479425768, 1.5812200175744812e-28, 2.9335901623534718e-26, -1.4046764933421824e-23] derx[7.74196697094]= [-0.10547420384491163, -0.016690542940869576, -0.0079157506679151876, 1.1439390965856811e-29, 2.1253403705531773e-27, -1.0138185632233169e-24] derx[8.90326201658]= [-0.091716698995754992, -0.01262044834866034, -0.0052047223756351169, 7.882470421190553e-31, 1.4664902125262692e-28, -6.970028471141614e-26] derx[10.2387513191]= [-0.07975365130074677, -0.0095428720973087817, -0.0034221833229072761, 5.1734335065777543e-32, 9.6374343171601948e-30, -4.5646244855959336e-27] derx[11.7745640169]= [-0.069351001131128548, -0.007215782304166217, -0.0022501380699262831, 3.2341502547716402e-33, 6.0323230358786364e-31, -2.847588513439098e-28] derx[13.5407486195]= [-0.06030521837491612, -0.0054561680939067955, -0.0014795008351484304, 1.925810606176194e-34, 3.5963120225303166e-32, -1.6922178430836318e-29] derx[15.5718609124]= [-0.052439320326025433, -0.0041256469519438841, -0.00097279504023918919, 1.0923098466956999e-35, 2.0421513687837735e-33, -9.5795935062685068e-31] derx[17.9076400493]= [-0.045599408979157964, -0.0031195818161513251, -0.00063962816133427227, 5.901514173763693e-37, 1.1045463898456194e-34, -5.1659990472976116e-32] derx[20.5937860566]= [-0.039651659981879507, -0.0023588520349896525, -0.0004205656889805006, 3.037193523713711e-38, 5.6905294146369803e-36, -2.6538868994763278e-33] derx[23.6828539651]= [-0.034479704332070295, -0.0017836310283373077, -0.0002765286843023837, 1.4889448634962078e-39, 2.7925493556487249e-37, -1.2987798529448557e-34] derx[27.2352820599]= [-0.029982351593105479, -0.0013486813068621919, -0.0001818220356795552, 6.9532417388986321e-41, 1.3053738720564037e-38, -6.0550496243571957e-36] derx[31.3205743689]= [-0.02607161008096159, -0.0010197968293845733, -0.00011955091512805332, 3.0931696029214736e-42, 5.8124721513155538e-40, -2.6892593960422906e-37] derx[36.0186605242]= [-0.022670965287792652, -0.00077111291445544259, -7.8606667342612403e-05, 1.3107887073703943e-43, 2.465383405427072e-41, -1.1378476523234532e-38] derx[41.4214596029]= [-0.019713882858950364, -0.00058307214707319077, -5.1685142146787062e-05, 5.2915001032886449e-45, 9.9611861771660263e-43, -4.586436829976388e-40] derx[47.6346785433]= [-0.017142506833869708, -0.00044088631156081115, -3.3983831565150672e-05, 2.0349158731574737e-46, 3.8339439046593193e-44, -1.7612048391453232e-41] derx[54.7798803248]= [-0.01490652768162601, -0.00033337339248709402, -2.2344908823709362e-05, 7.4548652197806185e-48, 1.4057024233606129e-45, -6.4430367540670737e-43] derx[62.9968623735]= [-0.012962197984022625, -0.00025207817957927716, -1.4692138495862959e-05, 2.6017332473480618e-49, 4.9097407264963737e-47, -2.2455390941975269e-44] derx[72.4463917295]= [-0.011271476507845728, -0.0001906073191512558, -9.6603211994654175e-06, 8.6500601633895075e-51, 1.633599528899339e-48, -7.455946102486875e-46] derx[83.3133504889]= [-0.0098012839198659274, -0.00014412651731666106, -6.3518115315820932e-06, 2.7397595950822265e-52, 5.1779594957150203e-50, -2.3585210510820943e-47] derx[95.8103530623]= [-0.0085228555824920608, -0.00010898035338146838, -4.1764217134118179e-06, 8.2669661697693895e-54, 1.5635134996242749e-51, -7.1077840209561871e-49] 0 chi2= 7157.89055133 chi3= 1.97215226305e-33 chi4= 0.945523210262 chi5= 0 nrm= 1.0 der= [-0.0089452510072041101, -1.0970566795336889, 0.082350125256611159, -0.0015130813801659351, -0.027116016556939938, -0.38678728927841932] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 1 chi2= 54.7908530491 chi3= 0.000336616125013 chi4= 0.0149141798376 chi5= 0 nrm= 1.1834710127 der= [0.69480128340162794, -0.57736985753483927, -0.11094592762184044, -0.0015130862865948445, -0.027116016556927289, -0.38629461972699414] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 2 chi2= 13.3089364327 chi3= 0.00132903553541 chi4= 0.000898578159719 chi5= 0 nrm= 1.36455939645 der= [0.70516536637574778, -0.43654102846852311, 0.16384196324359082, -0.0015130862865949145, -0.027116016556939938, -0.38629461972050244] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 3 chi2= 6.97584851039 chi3= 0.00225112277136 chi4= 0.000263125595004 chi5= 0 nrm= 1.47445998476 der= [0.71118561212672282, -0.45764994024761746, 1.1549904117979268, -0.001513084908602377, -0.027116251455972875, -0.38643350091499495] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 4 chi2= 5.29017324746 chi3= 0.0028170553531 chi4= 0.000624182330273 chi5= 0 nrm= 1.53075939493 der= [0.71557749204583032, -0.43735662184893487, 1.10841856759448, -0.001513084951631073, -0.027116244121100596, -0.38642916426120227] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 5 chi2= 4.02256766929 chi3= 0.00340270580174 chi4= 0.00360441330202 chi5= 0 nrm= 1.58332716393 der= [0.71584891444025955, -0.5140474584098278, 2.5369751018758091, -0.0015130832725588836, -0.027116530630640998, -0.38659816206286979] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 6 chi2= 3.13874314247 chi3= 0.00381670555964 chi4= 0.00189652085819 chi5= 0 nrm= 1.61779491416 der= [0.71962341651145356, -0.49714823865319197, 2.3464233585423355, -0.0015130832509447167, -0.027116534085934896, -0.38660052225944891] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 7 chi2= 2.60536300893 chi3= 0.00418664441806 chi4= 0.000886553195868 chi5= 0 nrm= 1.64704284387 der= [0.71813880073469449, -0.48132307866759744, 2.1588151183986901, -0.0015130834340488142, -0.027116502817294264, -0.38658211240441215] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 8 chi2= 1.56585524149 chi3= 0.0062160798719 chi4= 0.00465393011506 chi5= 0 nrm= 1.7884211991 der= [0.7242156411980728, -0.52357689979379152, 2.5196097458888858, -0.0015130852144216922, -0.02711620071850783, -0.38640157295660421] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 9 chi2= 1.31150862545 chi3= 0.00609359002407 chi4= 0.00197609902908 chi5= 0 nrm= 1.78061450307 der= [0.72261314556435952, -0.49893183589319595, 2.2543136862443061, -0.001513085046532616, -0.027116228877598545, -0.3864188586895308] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 10 chi2= 1.13765742794 chi3= 0.00624202611032 chi4= 0.00189953094684 chi5= 0 nrm= 1.79006494102 der= [0.72351833540861699, -0.49825846760270748, 2.2023534736960322, -0.0015130856933801575, -0.027116118746517731, -0.38635356008885718] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 11 chi2= 1.00826819425 chi3= 0.00655362159432 chi4= 0.00169414212258 chi5= 0 nrm= 1.80954441474 der= [0.72380409813322522, -0.49538728570504614, 2.2337165574382345, -0.0015130856180100164, -0.027116131677105436, -0.38636109071372982] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 12 chi2= 0.840056780427 chi3= 0.00704371302249 chi4= 0.00143765074477 chi5= 0 nrm= 1.83926831362 der= [0.72420638675776328, -0.49259929220519066, 2.0688632838050394, -0.0015130859629824804, -0.027116072531126249, -0.38632659264848918] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 13 chi2= 0.745932549856 chi3= 0.00731747845513 chi4= 0.000568448557517 chi5= 0 nrm= 1.85542261223 der= [0.72437540428419955, -0.47849987611965272, 1.6801013035514358, -0.0015130859966197441, -0.027116066424128872, -0.38632349804662319] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 14 chi2= 0.675490551439 chi3= 0.00759238762795 chi4= 0.000724700363473 chi5= 0 nrm= 1.87134307985 der= [0.72455103407745391, -0.48209776129780108, 1.6934633708704379, -0.0015130861957941, -0.027116032298196809, -0.38630356249391201] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 15 chi2= 0.541065956237 chi3= 0.00833138561484 chi4= 0.000359475276497 chi5= 0 nrm= 1.91276424201 der= [0.72414218770413574, -0.47273192289272192, 1.611457026836093, -0.0015130859838424517, -0.027116068695460089, -0.38632471224367715] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 16 chi2= 0.494714017332 chi3= 0.00841313444722 chi4= 0.000329392504507 chi5= 0 nrm= 1.91723140195 der= [0.72493653927166635, -0.47269150290053635, 1.4983523107892547, -0.0015130862430558197, -0.027116024143276258, -0.38629887733526341] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 17 chi2= 0.461367475252 chi3= 0.0086906920646 chi4= 0.00133209080856 chi5= 0 nrm= 1.93223881407 der= [0.72609022709864945, -0.49160781888259653, 1.9488281098356857, -0.001513086036094123, -0.027116059800348601, -0.38631943656825662] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 18 chi2= 0.432967664358 chi3= 0.00879331374753 chi4= 0.000516691940956 chi5= 0 nrm= 1.93772670579 der= [0.72558533135131531, -0.47763335448890426, 1.6092393694591824, -0.0015130862456566253, -0.027116023698490224, -0.38629861635658519] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 19 chi2= 0.32464992059 chi3= 0.0106529996985 chi4= 0.000879472213381 chi5= 0 nrm= 2.03213369766 der= [0.72566296348291959, -0.48464148967171006, 1.7994316676433226, -0.0015130859261234864, -0.027116078624218231, -0.38633045828058499] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 20 chi2= 0.270223974206 chi3= 0.0107206760493 chi4= 0.000194554622851 chi5= 0 nrm= 2.03540697551 der= [0.7261359156801549, -0.46763624357826955, 1.3922962395196077, -0.0015130862539796544, -0.027116022242652336, -0.38629780691790649] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 21 chi2= 0.236958637187 chi3= 0.0108290715956 chi4= 0.000123112902489 chi5= 0 nrm= 2.04062825234 der= [0.72614901595155612, -0.46371001023604136, 1.2982499857629368, -0.0015130862740958071, -0.02711601874495994, -0.38629583393363909] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 22 chi2= 0.208553665536 chi3= 0.0109739602035 chi4= 0.000108484365023 chi5= 0 nrm= 2.04756671403 der= [0.72650779700969825, -0.46241184563798449, 1.2712490571748511, -0.0015130862795127225, -0.027116017800737628, -0.38629530451483052] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 23 chi2= 0.194640022062 chi3= 0.0110827330138 chi4= 0.000120220700291 chi5= 0 nrm= 2.05274560146 der= [0.72679847389942731, -0.46337270495948402, 1.2884629923961728, -0.0015130862807214171, -0.027116017590226672, -0.38629518624374032] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 24 chi2= 0.186780174134 chi3= 0.0111875001439 chi4= 9.74635345776e-05 chi5= 0 nrm= 2.05770979687 der= [0.72658309774621244, -0.46108445567598644, 1.2494971102940142, -0.0015130862814811859, -0.027116017456657784, -0.38629511288760715] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 25 chi2= 0.172202749971 chi3= 0.0112939392942 chi4= 8.61718203628e-05 chi5= 0 nrm= 2.06272947142 der= [0.72673580466988874, -0.4605497775416707, 1.1955490224152705, -0.0015130862564338228, -0.027116012748174309, -0.38629764226562324] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 26 chi2= 0.166468159519 chi3= 0.0113863305214 chi4= 9.25581040363e-05 chi5= 0 nrm= 2.06706750121 der= [0.72680357734427337, -0.46143475697034825, 1.2107134150044128, -0.001513086255406301, -0.027116012577644382, -0.38629774567734143] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 27 chi2= 0.155574005916 chi3= 0.0115523724622 chi4= 9.56941392597e-05 chi5= 0 nrm= 2.07481963428 der= [0.72669646757306638, -0.46346795725206191, 1.1531690930565321, -0.0015130861835905172, -0.027116000390908515, -0.38630498261483359] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 28 chi2= 0.144959569028 chi3= 0.011826954355 chi4= 4.70901388818e-05 chi5= 0 nrm= 2.08751801617 der= [0.72613163265097125, -0.45946193615523123, 0.97158055645770636, -0.0015130861140476087, -0.027115987831274311, -0.38631200100112234] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 29 chi2= 0.136793659251 chi3= 0.0120525787485 chi4= 5.26621116623e-05 chi5= 0 nrm= 2.0978423725 der= [0.72606465002439391, -0.45829437700174408, 1.0095778806132159, -0.0015130861412997469, -0.027115993523401657, -0.38630924247929005] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 30 chi2= 0.134686825339 chi3= 0.0120652170674 chi4= 4.75846527642e-05 chi5= 0 nrm= 2.09841781975 der= [0.72580371309017322, -0.45674540177399992, 0.94045230661634194, -0.0015130861138838339, -0.027115987935673692, -0.38631201703882306] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 31 chi2= 0.131697041218 chi3= 0.0120955989137 chi4= 4.39866790075e-05 chi5= 0 nrm= 2.09979993243 der= [0.72576398642332141, -0.45735523008599893, 0.93221974748608349, -0.0015130861010946343, -0.02711598543152284, -0.38631330847045731] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 32 chi2= 0.126683196368 chi3= 0.0122064942843 chi4= 6.49836236727e-05 chi5= 0 nrm= 2.10483004504 der= [0.7259934744137081, -0.46279418054201488, 1.0046739370830156, -0.0015130860603788387, -0.027115981212555273, -0.38631738894911061] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 33 chi2= 0.124468180856 chi3= 0.0122155486086 chi4= 7.06616582499e-05 chi5= 0 nrm= 2.10523973004 der= [0.72620402498915659, -0.46326035471082277, 1.0151068668371734, -0.0015130861216684603, -0.027115989576079885, -0.38631120846194872] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 34 chi2= 0.123589878228 chi3= 0.0122298940809 chi4= 4.89173158063e-05 chi5= 0 nrm= 2.10588851522 der= [0.7257974013404791, -0.4617559485054798, 0.93757696165538906, -0.0015130860442842723, -0.027115975941946525, -0.38631903061822354] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 35 chi2= 0.120406900475 chi3= 0.0124006430156 chi4= 7.39268879201e-05 chi5= 0 nrm= 2.11358174444 der= [0.72651625084129867, -0.46260501175621893, 1.0649162153757437, -0.0015130861349685215, -0.027115991987390804, -0.38630988618048728] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 36 chi2= 0.111082836972 chi3= 0.0126130943429 chi4= 3.78368085896e-05 chi5= 0 nrm= 2.12308033296 der= [0.72565451401669345, -0.46089888184102989, 0.88041088659633904, -0.0015130860102447118, -0.027115969992643547, -0.38632246400057874] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 37 chi2= 0.110076843544 chi3= 0.0126505128243 chi4= 4.05857804779e-05 chi5= 0 nrm= 2.12474498551 der= [0.72576834238563415, -0.46067401857033979, 0.90830813696645618, -0.0015130860369380525, -0.027115974551719373, -0.38631977359629727] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 38 chi2= 0.107447706733 chi3= 0.0126758791526 chi4= 3.41996267088e-05 chi5= 0 nrm= 2.12587206878 der= [0.72538829072168876, -0.46143519422793383, 0.83077664806025175, -0.0015130859774772115, -0.027115964385788942, -0.38632576468292229] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 39 chi2= 0.105969898353 chi3= 0.0127117732701 chi4= 4.2272825939e-05 chi5= 0 nrm= 2.12746500035 der= [0.72566378710935198, -0.45998815760391276, 0.93694239302693061, -0.0015130862553506595, -0.027116011689670035, -0.38629771124680734] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 40 chi2= 0.104263929958 chi3= 0.0127854034435 chi4= 5.08491385178e-05 chi5= 0 nrm= 2.13072558313 der= [0.72574244160359558, -0.46266455806798751, 0.90830288954419647, -0.0015130860495926662, -0.027115977024645809, -0.38631847106465544] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 41 chi2= 0.101663347871 chi3= 0.0128985565419 chi4= 7.54513951847e-05 chi5= 0 nrm= 2.13571812268 der= [0.72626486513742428, -0.46441501110181904, 0.96928912940636502, -0.001513086084067995, -0.02711598255313382, -0.38631500224046611] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 42 chi2= 0.0992261991213 chi3= 0.0129205410201 chi4= 4.47082274281e-05 chi5= 0 nrm= 2.13668557746 der= [0.7256924123293067, -0.46008364396866508, 0.95398527016062551, -0.0015130862489786919, -0.027116010779552998, -0.38629836381144972] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 43 chi2= 0.0984954636391 chi3= 0.0129432564281 chi4= 3.81757238282e-05 chi5= 0 nrm= 2.13768433355 der= [0.7255483242144134, -0.4601072116351736, 0.90351479695844583, -0.001513086173599105, -0.027115997777986803, -0.38630596712027532] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 44 chi2= 0.0969304120928 chi3= 0.0129953237566 chi4= 4.28207708281e-05 chi5= 0 nrm= 2.13997033982 der= [0.72571700706205766, -0.46182807003407017, 0.88587523886711206, -0.0015130861145492393, -0.02711598756343097, -0.38631189526962117] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 45 chi2= 0.0952623841123 chi3= 0.0130494895211 chi4= 3.33074196223e-05 chi5= 0 nrm= 2.14234362261 der= [0.72524451420806024, -0.45949276421544588, 0.87240573234171559, -0.0015130862244673298, -0.027116008655094698, -0.38630078829688569] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 46 chi2= 0.0941819722791 chi3= 0.0130715295366 chi4= 3.92248897984e-05 chi5= 0 nrm= 2.14330789976 der= [0.72544604724677431, -0.45840282442166547, 0.9179740129302929, -0.0015130862558089299, -0.027116012428221904, -0.38629767322894937] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 47 chi2= 0.0930279791663 chi3= 0.0131113227451 chi4= 3.731027901e-05 chi5= 0 nrm= 2.1450468438 der= [0.72558836845193708, -0.45969845862425934, 0.90146843031125479, -0.0015130861994117996, -0.027116002235995442, -0.38630336394999915] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 48 chi2= 0.0912647736049 chi3= 0.01316721411 chi4= 3.370763226e-05 chi5= 0 nrm= 2.14748481951 der= [0.72552206237929207, -0.46069878476736115, 0.85177299088372072, -0.0015130861703367196, -0.027115997042630201, -0.38630623494087513] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 49 chi2= 0.0902453880767 chi3= 0.0131863928419 chi4= 3.41684601148e-05 chi5= 0 nrm= 2.14832020107 der= [0.72551233798977577, -0.45920136831053687, 0.87890922262927829, -0.0015130862564753588, -0.027116011623342387, -0.38629759454751866] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 50 chi2= 0.0876522362225 chi3= 0.0132696230675 chi4= 4.34706299497e-05 chi5= 0 nrm= 2.15193849955 der= [0.72549766952963335, -0.45675375599390328, 0.91175779068156793, -0.0015130862788185098, -0.027116015679965189, -0.38629538329406615] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 51 chi2= 0.0870953655998 chi3= 0.0132833061915 chi4= 3.83729656289e-05 chi5= 0 nrm= 2.15253226382 der= [0.72544493574629987, -0.4573406039320011, 0.88977958335378449, -0.0015130862758307815, -0.02711601496505079, -0.38629567634763917] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 52 chi2= 0.0862037695529 chi3= 0.0133341885343 chi4= 3.08479099119e-05 chi5= 0 nrm= 2.15473756907 der= [0.72537151489184815, -0.46047029763237401, 0.83339241321015523, -0.0015130861804569862, -0.027115998923167073, -0.38630522339452467] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 53 chi2= 0.0852931718435 chi3= 0.0133716283497 chi4= 3.03728581612e-05 chi5= 0 nrm= 2.15635757228 der= [0.72538026453769477, -0.45895242111896922, 0.84661630283981759, -0.0015130862332521399, -0.027116007612135298, -0.38629991896848948] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 54 chi2= 0.0827056569103 chi3= 0.0134673190633 chi4= 3.93121327267e-05 chi5= 0 nrm= 2.1604877881 der= [0.72521817544148426, -0.4563824479031231, 0.86291275195175221, -0.0015130862797552024, -0.02711601562828659, -0.38629528763437887] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 55 chi2= 0.0711305981712 chi3= 0.014065025543 chi4= 5.3239015976e-05 chi5= 0 nrm= 2.18596060402 der= [0.72514307976913506, -0.45572453924375794, 0.94530600586869451, -0.0015130862393166432, -0.027116024120036844, -0.38629933179083498] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 56 chi2= 0.0699216922696 chi3= 0.0140839000805 chi4= 4.81206330806e-05 chi5= 0 nrm= 2.18675608617 der= [0.72510431206956116, -0.45596214708020794, 0.91718782171401336, -0.001513086273327971, -0.027116017213080119, -0.38629591796664031] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 57 chi2= 0.0684620217453 chi3= 0.0141120026866 chi4= 4.86896412388e-05 chi5= 0 nrm= 2.18793950547 der= [0.72523421000609145, -0.45591875771518559, 0.91897946432553135, -0.0015130862806854437, -0.027116016811533718, -0.38629519541335133] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 58 chi2= 0.0674644358569 chi3= 0.0141381146391 chi4= 4.56255500022e-05 chi5= 0 nrm= 2.18903804141 der= [0.72534451382236997, -0.45641636318552903, 0.91691924859458018, -0.0015130862820127516, -0.027116016619069639, -0.38629506484885662] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 59 chi2= 0.0665912360795 chi3= 0.0141537494774 chi4= 4.36622086437e-05 chi5= 0 nrm= 2.18969531719 der= [0.72529391447590352, -0.45646097105209371, 0.90316785151254109, -0.001513086283221681, -0.027116016703440486, -0.38629494557255756] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 60 chi2= 0.0650092431808 chi3= 0.0141912045894 chi4= 5.34286851266e-05 chi5= 0 nrm= 2.19126842439 der= [0.72512917936046928, -0.45452003574493988, 0.86865991870076287, -0.0015130862845546148, -0.027116016613181367, -0.38629481636335011] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 61 chi2= 0.0643395966274 chi3= 0.0142233109438 chi4= 5.40699455495e-05 chi5= 0 nrm= 2.19261523317 der= [0.72512329343582449, -0.45442299638401806, 0.86646358267830759, -0.0015130862830005786, -0.027116016580378783, -0.38629496977133965] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 62 chi2= 0.0635843082658 chi3= 0.0142534880828 chi4= 3.73279650863e-05 chi5= 0 nrm= 2.19387972941 der= [0.72515931108872378, -0.45653405744732634, 0.8526130393011585, -0.0015130862831582823, -0.027116016218588491, -0.38629495271970121] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 63 chi2= 0.0631024751126 chi3= 0.0142658847566 chi4= 4.21715387222e-05 chi5= 0 nrm= 2.19439879256 der= [0.72512818834358739, -0.45563030693150353, 0.84755777619146566, -0.0015130862836465273, -0.027116016278607873, -0.38629490526518734] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 64 chi2= 0.0616288778011 chi3= 0.0143147318353 chi4= 5.04050124475e-05 chi5= 0 nrm= 2.19644188473 der= [0.72515117431596976, -0.45489467938082534, 0.87076888377867701, -0.0015130862833739431, -0.027116016864649518, -0.38629493254632941] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 65 chi2= 0.060922395251 chi3= 0.014334490248 chi4= 5.05265311727e-05 chi5= 0 nrm= 2.19726731552 der= [0.72520007685623145, -0.45472619602140751, 0.85890068621413063, -0.0015130862852687631, -0.027116016550104906, -0.38629474726008339] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 66 chi2= 0.059356341979 chi3= 0.0144629511735 chi4= 5.29346106725e-05 chi5= 0 nrm= 2.20262010517 der= [0.72499028896056983, -0.45405335884235926, 0.82380990225576134, -0.0015130862776203552, -0.02711601681042761, -0.38629551165382581] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 67 chi2= 0.0583409216 chi3= 0.0144839141548 chi4= 4.3396069601e-05 chi5= 0 nrm= 2.20349134417 der= [0.7251520301122486, -0.45543821561996789, 0.84619307818417622, -0.0015130862842234825, -0.027116016420252662, -0.38629484926668228] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 68 chi2= 0.0574888921224 chi3= 0.0144899479406 chi4= 5.47748798493e-05 chi5= 0 nrm= 2.20374199647 der= [0.72517985208366809, -0.45418620862612186, 0.85233339303593558, -0.001513086285775467, -0.027116016532454757, -0.38629469833012431] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 69 chi2= 0.0566383270281 chi3= 0.0145335676494 chi4= 6.72217116071e-05 chi5= 0 nrm= 2.20555247291 der= [0.72515990012490794, -0.45312905475353898, 0.86122847469364261, -0.0015130862861341935, -0.027116016591385537, -0.38629466366303566] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 70 chi2= 0.0541804707183 chi3= 0.0147034224222 chi4= 4.66434759985e-05 chi5= 0 nrm= 2.2125766954 der= [0.72510495101320405, -0.45577054808215761, 0.89491719686619398, -0.0015130862694243252, -0.027116019424017718, -0.3862963209384801] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 71 chi2= 0.0453563475469 chi3= 0.0154493837644 chi4= 4.40375516197e-05 chi5= 0 nrm= 2.24295550059 der= [0.72512538685345163, -0.45625777181325705, 0.89802322641487387, -0.0015130862848506503, -0.027116016794108907, -0.38629478750127544] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 72 chi2= 0.0410526442498 chi3= 0.0154825409024 chi4= 8.26036650495e-05 chi5= 0 nrm= 2.24428858801 der= [0.72513964577811685, -0.45200145568289307, 0.86741900564368235, -0.0015130862859221432, -0.027116016653233196, -0.38629468407695566] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 73 chi2= 0.0406242550252 chi3= 0.015487717756 chi4= 0.000101663604122 chi5= 0 nrm= 2.24449659525 der= [0.72507132790720918, -0.45071656279579037, 0.86079337878771134, -0.001513086286038798, -0.027116016649936875, -0.38629467289099351] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 74 chi2= 0.0403179409657 chi3= 0.0154983869777 chi4= 0.000103693322378 chi5= 0 nrm= 2.24492517758 der= [0.72505448284445895, -0.4505558738455302, 0.8547403365334264, -0.0015130862861031892, -0.027116016639326997, -0.38629466670912593] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 75 chi2= 0.0400221347936 chi3= 0.0155175792664 chi4= 0.000100066233168 chi5= 0 nrm= 2.24569576007 der= [0.72499569775889039, -0.4507078041401899, 0.84529125270677541, -0.001513086285904585, -0.027116016633217197, -0.38629468604327205] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 76 chi2= 0.0398471853235 chi3= 0.0155235326916 chi4= 0.000103940296849 chi5= 0 nrm= 2.24593469699 der= [0.7250653765620263, -0.45049965662558272, 0.84825175925773744, -0.001513086286186012, -0.027116016625063813, -0.38629465875589319] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 77 chi2= 0.0396098964824 chi3= 0.0155416076086 chi4= 0.000117804193972 chi5= 0 nrm= 2.24665984168 der= [0.72488576285912287, -0.44963242973069301, 0.83224074985948204, -0.0015130862861634552, -0.02711601662873549, -0.38629466104565724] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 78 chi2= 0.0394039750915 chi3= 0.0155511761359 chi4= 0.00011506780126 chi5= 0 nrm= 2.24704354919 der= [0.72496934519472922, -0.44979095610117065, 0.83435444642513112, -0.0015130862862010883, -0.027116016622506806, -0.38629465738307284] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 79 chi2= 0.0392788622359 chi3= 0.0155558895969 chi4= 0.000108719668217 chi5= 0 nrm= 2.2472325203 der= [0.72494962852888334, -0.45012023945271279, 0.83121115289806902, -0.0015130862863100359, -0.027116016603457256, -0.38629464684509057] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 80 chi2= 0.0388990893991 chi3= 0.0155878028331 chi4= 0.000106170694269 chi5= 0 nrm= 2.24851122674 der= [0.72494887466679214, -0.4502550623212126, 0.8297920966047635, -0.0015130862863210756, -0.027116016601892407, -0.38629464577942474] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 81 chi2= 0.0378638773529 chi3= 0.0157729192221 chi4= 7.06402580642e-05 chi5= 0 nrm= 2.25590283151 der= [0.72515182188931038, -0.45307303989897951, 0.88515666149330519, -0.0015130862834214609, -0.02711601709343207, -0.38629492831126422] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 82 chi2= 0.0366246023475 chi3= 0.0158568779252 chi4= 8.2596762626e-05 chi5= 0 nrm= 2.25924095888 der= [0.72494194734640482, -0.45186243147949623, 0.85019735021957021, -0.0015130862857059022, -0.027116016700947626, -0.38629470511469605] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 83 chi2= 0.0344915272128 chi3= 0.0160086353893 chi4= 9.40663282836e-05 chi5= 0 nrm= 2.26525236176 der= [0.72479364705498095, -0.45092285073827704, 0.82252361773852267, -0.0015130862860770681, -0.027116016638339072, -0.38629466921784228] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 84 chi2= 0.0339913144445 chi3= 0.0159903468052 chi4= 0.000125323939767 chi5= 0 nrm= 2.26452943047 der= [0.72477403926278439, -0.44919140194284435, 0.82261248341002458, -0.0015130862674016601, -0.027116019828345616, -0.3862965521550969] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 85 chi2= 0.033756316263 chi3= 0.0160112278288 chi4= 0.000122151239024 chi5= 0 nrm= 2.26535480514 der= [0.72479730182321422, -0.44929958397414393, 0.81260317943245053, -0.0015130862862283098, -0.027116016614136162, -0.386294654713085] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 86 chi2= 0.0335680487074 chi3= 0.0160164913875 chi4= 0.000130275874076 chi5= 0 nrm= 2.26556277551 der= [0.72478942817462644, -0.44888127621557083, 0.81032508867690578, -0.0015130862862800961, -0.027116016609552027, -0.38629464974494293] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 87 chi2= 0.0333052346947 chi3= 0.0160232025081 chi4= 0.000125330817789 chi5= 0 nrm= 2.26582789147 der= [0.72474097916149371, -0.44916737614266439, 0.81804586100790577, -0.0015130862505304678, -0.027116022703523059, -0.38629825323076694] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 88 chi2= 0.0331983123605 chi3= 0.0160302713542 chi4= 0.000137526390119 chi5= 0 nrm= 2.26610707897 der= [0.72477493327628884, -0.44854100622792886, 0.81218872682863796, -0.001513086266737085, -0.027116019941105074, -0.3862966198692927] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 89 chi2= 0.0330843127 chi3= 0.0160429802817 chi4= 0.000132583704767 chi5= 0 nrm= 2.26660886945 der= [0.72473768162378582, -0.44881782401306081, 0.81996460214396283, -0.0015130862535872084, -0.027116022182867208, -0.38629794518728128] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 90 chi2= 0.0324242118452 chi3= 0.0161030806203 chi4= 0.000140322224079 chi5= 0 nrm= 2.26897914168 der= [0.72489413966034966, -0.44844774670272936, 0.82022473562291665, -0.0015130862845000718, -0.027116016914234296, -0.38629482934963461] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 91 chi2= 0.0321897144502 chi3= 0.0160949783351 chi4= 0.000139363462965 chi5= 0 nrm= 2.2686598573 der= [0.72482831622229149, -0.44844996986070351, 0.81139735636328114, -0.0015130862863901671, -0.027116016592305048, -0.38629463918968326] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 92 chi2= 0.0315937626756 chi3= 0.016139558727 chi4= 0.000150395026087 chi5= 0 nrm= 2.2704156299 der= [0.7247996086164934, -0.44810137310888326, 0.84437042438204946, -0.0015130861790899498, -0.027116034644559566, -0.38630545278973816] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 93 chi2= 0.0310409807985 chi3= 0.016187985926 chi4= 0.000114288542273 chi5= 0 nrm= 2.2723201612 der= [0.72490180158564055, -0.45047264238833706, 0.93197781225602283, -0.0015130859889891904, -0.027116067288617311, -0.38632461335547286] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 94 chi2= 0.0307826081096 chi3= 0.016209529813 chi4= 0.000118591907498 chi5= 0 nrm= 2.27316651751 der= [0.72499678376390353, -0.45026106203548827, 0.93672152376297202, -0.0015130859922881401, -0.027116066725889391, -0.38632428075774305] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 95 chi2= 0.0306210048575 chi3= 0.0162162613614 chi4= 0.000110685068945 chi5= 0 nrm= 2.27343085252 der= [0.72499983408684121, -0.45069669274434726, 0.93347341817827234, -0.0015130860059645636, -0.027116064394804008, -0.38632290240115685] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 96 chi2= 0.0304680706438 chi3= 0.0162238132481 chi4= 0.000133509210065 chi5= 0 nrm= 2.27372733535 der= [0.72493317307130456, -0.44921428943307229, 0.89938991463324247, -0.0015130860687702316, -0.027116053689781185, -0.38631657170046302] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 97 chi2= 0.0303620021224 chi3= 0.0162314683974 chi4= 0.000120650467134 chi5= 0 nrm= 2.27402780179 der= [0.72491341360914108, -0.44993942826522138, 0.90702783446433877, -0.0015130860510911763, -0.027116056702184504, -0.38631835445869822] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 98 chi2= 0.0303045660315 chi3= 0.016235914907 chi4= 0.000121788570054 chi5= 0 nrm= 2.27420229583 der= [0.72494500785332239, -0.44989290465291565, 0.90934264941189857, -0.0015130860520236693, -0.027116056543420499, -0.38631826048902279] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 99 chi2= 0.0302063055788 chi3= 0.0162435611576 chi4= 0.000133737258838 chi5= 0 nrm= 2.2745023012 der= [0.72493069818372258, -0.44915124155278785, 0.89085314354670886, -0.0015130860863817369, -0.027116050686581628, -0.38631479770920357] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 100 chi2= 0.0300053819747 chi3= 0.0162632947444 chi4= 0.000137575763041 chi5= 0 nrm= 2.27527623456 der= [0.7249167193998366, -0.44886131722457617, 0.87372909426846201, -0.0015130861244879652, -0.027116044190681123, -0.38631095712694885] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 101 chi2= 0.0292252585174 chi3= 0.0163469600004 chi4= 0.000153467502692 chi5= 0 nrm= 2.27855230634 der= [0.72477682996781811, -0.44785484944217385, 0.8218994111116219, -0.0015130861989252876, -0.027116031500700563, -0.3863034549956848] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 102 chi2= 0.0287435029315 chi3= 0.0164039977404 chi4= 0.000170249039793 chi5= 0 nrm= 2.28078092351 der= [0.7247104780064012, -0.44694886148310536, 0.77811415741644219, -0.0015130862782990577, -0.02711601796557132, -0.386295455216777] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 103 chi2= 0.0285353168707 chi3= 0.0164120753578 chi4= 0.000174120840536 chi5= 0 nrm= 2.28109622425 der= [0.72473990332928862, -0.44683846607461536, 0.79035375723926804, -0.0015130862614383352, -0.027116020845017814, -0.38629715461363617] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 104 chi2= 0.0284702051376 chi3= 0.0164135563475 chi4= 0.000167787198456 chi5= 0 nrm= 2.2811540246 der= [0.72474109198499503, -0.44714318312717632, 0.80074348362089509, -0.0015130862416057223, -0.027116024225984022, -0.38629915345758653] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 105 chi2= 0.0283110092836 chi3= 0.016428800884 chi4= 0.000135733160089 chi5= 0 nrm= 2.28174883983 der= [0.72471504468874459, -0.44881096545805194, 0.84796063803239052, -0.0015130861363977426, -0.027116042159861312, -0.3863097567029517] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 106 chi2= 0.02816451073 chi3= 0.0164356396263 chi4= 0.000148424469459 chi5= 0 nrm= 2.28201558595 der= [0.72485795682767451, -0.44822987502236866, 0.85200949716128727, -0.0015130861430242902, -0.027116041030704949, -0.38630908903767192] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 107 chi2= 0.0279994614682 chi3= 0.0164470620265 chi4= 0.000151364578548 chi5= 0 nrm= 2.28246099459 der= [0.72477425484536928, -0.44800690403052895, 0.83403918129969346, -0.0015130861689318733, -0.027116036613003453, -0.38630647792466616] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 108 chi2= 0.0279225356641 chi3= 0.0164516200648 chi4= 0.000154128639999 chi5= 0 nrm= 2.28263868899 der= [0.72474799876646545, -0.44788976206597569, 0.83543389694511472, -0.0015130861651880215, -0.027116037252511872, -0.38630685522511249] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 109 chi2= 0.0277959736393 chi3= 0.0164691358318 chi4= 0.000147638566902 chi5= 0 nrm= 2.28332130941 der= [0.72488742954489616, -0.4483119055977744, 0.86085423513716242, -0.0015130861287408247, -0.027116043465606841, -0.38631052862386522] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 110 chi2= 0.0277587423828 chi3= 0.0164692832807 chi4= 0.000141257647248 chi5= 0 nrm= 2.28332705421 der= [0.72488703815505351, -0.44862654862896406, 0.86347826878381684, -0.001513086123705985, -0.027116044323877209, -0.38631103606121642] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 111 chi2= 0.0274876353147 chi3= 0.0164921737128 chi4= 0.000143629327225 chi5= 0 nrm= 2.28421858392 der= [0.72483181383711281, -0.44853151057593149, 0.86676738194002978, -0.0015130861078157618, -0.027116047032690421, -0.38631263758258838] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 112 chi2= 0.0273456906187 chi3= 0.0165012848419 chi4= 0.000143809584913 chi5= 0 nrm= 2.28457326929 der= [0.7248364362143912, -0.44857052572065664, 0.87550948479872859, -0.0015130860909550235, -0.027116049906996322, -0.38631433681805194] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 113 chi2= 0.027185502801 chi3= 0.0165156757798 chi4= 0.000138883026067 chi5= 0 nrm= 2.28513329191 der= [0.72485455588852832, -0.44886309519345902, 0.88528250526717478, -0.0015130860728149126, -0.027116052999246791, -0.38631616510643879] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 114 chi2= 0.0270753522018 chi3= 0.0165255686135 chi4= 0.000144484877246 chi5= 0 nrm= 2.28551812953 der= [0.72484881415689928, -0.44856219078958037, 0.87983044793638465, -0.0015130860805663824, -0.027116051677995037, -0.38631538381472214] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 115 chi2= 0.026841989807 chi3= 0.0165529630991 chi4= 0.000130152107111 chi5= 0 nrm= 2.28658319199 der= [0.72489821350979233, -0.44935155330833365, 0.8938336747710095, -0.0015130860594023637, -0.027116055285558219, -0.38631751693539595] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 116 chi2= 0.0267742089829 chi3= 0.0165567625244 chi4= 0.000137762590287 chi5= 0 nrm= 2.28673083916 der= [0.72484945310556836, -0.44890332847028025, 0.8827209121352555, -0.0015130860750235859, -0.027116052622701989, -0.38631594257157564] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 117 chi2= 0.0258246404365 chi3= 0.0166515737791 chi4= 0.000146709644064 chi5= 0 nrm= 2.29040977132 der= [0.724802805422612, -0.44845589469687058, 0.87959197479508389, -0.0015130860624227513, -0.027116054770661136, -0.38631721259255708] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 118 chi2= 0.025697534672 chi3= 0.0166601124577 chi4= 0.000136301410629 chi5= 0 nrm= 2.29074058035 der= [0.72482272973928252, -0.44907830771369978, 0.90013375342254032, -0.0015130860237458836, -0.027116061363688687, -0.38632111065813352] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 119 chi2= 0.0255961244404 chi3= 0.0166701199851 chi4= 0.000126680946209 chi5= 0 nrm= 2.29112818826 der= [0.72486830017985704, -0.44968976881301981, 0.91845284090453583, -0.0015130859917311054, -0.027116066821071094, -0.38632433727973997] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 120 chi2= 0.0255004193628 chi3= 0.0166801680346 chi4= 0.000127398646196 chi5= 0 nrm= 2.29151724861 der= [0.7248876857784029, -0.44965781019025597, 0.9193923644344395, -0.0015130859894141289, -0.027116067216030704, -0.38632457080012461] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 121 chi2= 0.0254488452412 chi3= 0.0166835571271 chi4= 0.000131838285592 chi5= 0 nrm= 2.2916484478 der= [0.72483322234986536, -0.44934086388724809, 0.90609007087092974, -0.0015130860098355352, -0.027116063734896841, -0.38632251262612716] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 122 chi2= 0.0244903198841 chi3= 0.016871588193 chi4= 8.23165387991e-05 chi5= 0 nrm= 2.29890677853 der= [0.72501805728933533, -0.45372844984526883, 1.0304390355944189, -0.0015130858359563859, -0.027116093400867763, -0.38634001669449614] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 123 chi2= 0.0237957172374 chi3= 0.0169403253624 chi4= 0.000138646464791 chi5= 0 nrm= 2.30155005138 der= [0.72489641874647803, -0.44880395406784346, 0.87282572385541279, -0.0015130862539139355, -0.02711602215933628, -0.38629788847273261] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 124 chi2= 0.0236002550422 chi3= 0.0169355305006 chi4= 0.000149361016435 chi5= 0 nrm= 2.30136584021 der= [0.72491530482216382, -0.44832946527365897, 0.87920036279910718, -0.0015130861605320656, -0.02711603805363012, -0.38630731903721349] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 125 chi2= 0.0233826818897 chi3= 0.0169296760751 chi4= 0.000136924360771 chi5= 0 nrm= 2.30114088688 der= [0.72496273307475867, -0.44921797286392451, 0.92768540163671309, -0.0015130860002092632, -0.027116065376514016, -0.38632348235644531] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 126 chi2= 0.0232424355934 chi3= 0.0169274726681 chi4= 0.000139192791579 chi5= 0 nrm= 2.30105621201 der= [0.72497566379134826, -0.4491855766919014, 0.94046626542660738, -0.0015130859562425753, -0.027116072870762124, -0.38632791397183097] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 127 chi2= 0.0231289344584 chi3= 0.0169338503908 chi4= 0.000135281703395 chi5= 0 nrm= 2.30130128682 der= [0.7249806232131395, -0.44945675790113754, 0.95112112918282909, -0.0015130859271376763, -0.02711607783203478, -0.38633084738590312] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 128 chi2= 0.0230794611554 chi3= 0.0169390902866 chi4= 0.000125103205064 chi5= 0 nrm= 2.30150260417 der= [0.72499982279483288, -0.45015836662959069, 0.97242233157698721, -0.0015130858832168444, -0.027116085318392234, -0.38633527400014822] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 129 chi2= 0.0230455827221 chi3= 0.0169433057318 chi4= 0.000125083529035 chi5= 0 nrm= 2.30166453942 der= [0.72500210670713428, -0.45017916415468084, 0.97501500692083787, -0.0015130858753853965, -0.027116086653884295, -0.38633606331489878] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 130 chi2= 0.0228798020591 chi3= 0.0169653953126 chi4= 0.000127543240061 chi5= 0 nrm= 2.30251277585 der= [0.72496780598359145, -0.44995263157182736, 0.96296635734411495, -0.0015130858940111971, -0.027116083478834412, -0.38633418610912851] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 131 chi2= 0.0228339447986 chi3= 0.0169703938568 chi4= 0.000126932846184 chi5= 0 nrm= 2.30270464253 der= [0.72498733497069479, -0.45000633234023812, 0.96569203601221654, -0.0015130858910525028, -0.027116083983194202, -0.38633448430240286] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 132 chi2= 0.0223383891717 chi3= 0.0170409190025 chi4= 0.000137060297438 chi5= 0 nrm= 2.30540871004 der= [0.72489168749232602, -0.44931328345008198, 0.94346904519317976, -0.0015130859104547948, -0.027116080675741734, -0.38633252887112979] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 133 chi2= 0.0222953447859 chi3= 0.0170435326417 chi4= 0.000119733262881 chi5= 0 nrm= 2.30550881428 der= [0.72493107144161528, -0.450514598075823, 0.97884541926914448, -0.0015130858460926488, -0.027116091647200653, -0.38633901563019657] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 134 chi2= 0.0222611697648 chi3= 0.0170462580427 chi4= 0.000114814482397 chi5= 0 nrm= 2.30561319091 der= [0.72492805684975981, -0.45088788721991613, 0.98859069636865826, -0.0015130858267072764, -0.027116094951712671, -0.38634096939479423] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 135 chi2= 0.0222193104092 chi3= 0.017050088173 chi4= 0.00011531746636 chi5= 0 nrm= 2.30575986204 der= [0.7249438121011752, -0.45087482285275288, 0.99066595188383388, -0.0015130858217038989, -0.027116095804606267, -0.38634147366637123] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 136 chi2= 0.022079428897 chi3= 0.0170729410535 chi4= 0.0001001568706 chi5= 0 nrm= 2.30663464876 der= [0.72496819791898992, -0.45215528375014291, 1.0204016564294811, -0.0015130857718809862, -0.027116104298036427, -0.38634649476398336] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 137 chi2= 0.0220168131331 chi3= 0.0170729906665 chi4= 0.000106331343344 chi5= 0 nrm= 2.30663654726 der= [0.72495778174648284, -0.45168191980986322, 1.0162129842817778, -0.0015130857705294156, -0.027116104528044555, -0.38634663129635294] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 138 chi2= 0.0219545297881 chi3= 0.0170732589668 chi4= 0.000114151069733 chi5= 0 nrm= 2.30664681405 der= [0.72490253019589745, -0.45098510115289697, 0.99522965856164802, -0.0015130858033154586, -0.027116098939224155, -0.38634332691849893] exp= [0.72488306131960911, -0.45907974242806299, 0.29789564161874149, -0.0015130874867749196, -0.027116038067984408, -0.38629820606298121] 0 -95.8103530623 1.36928974245 1 -83.3133504889 1.21992798285 2 -72.4463917295 1.09962712962 3 -62.9968623735 1.00712122589 4 -54.7798803248 0.94184535747 5 -47.6346785433 0.90387143604 6 -41.4214596029 0.893797540717 7 -36.0186605242 0.912555911827 8 -31.3205743689 0.961102629388 9 -27.2352820599 1.03994674317 10 -23.6828539651 1.14847501557 11 -20.5937860566 1.28404487157 12 -17.9076400493 1.4408468567 13 -15.5718609124 1.60858278548 14 -13.5407486195 1.77107324147 15 -11.7745640169 1.90499446317 16 -10.2387513191 1.97902308106 17 -8.90326201658 1.95373532339 18 -7.74196697094 1.7826324965 19 -6.73214519212 1.4146121777 20 -5.8540392975 0.798065750724 21 -5.09046895435 1e-12 22 -4.42649474291 1e-12 23 -3.8491258634 1e-12 24 -3.34706596817 1e-12 25 -2.91049214624 1e-12 26 -2.53086273586 1e-12 27 -2.2007502051 1e-12 28 -1.91369583052 1e-12 29 -1.66408333088 1e-12 30 -1.44702898338 1e-12 31 -1.2582860725 1e-12 32 -1.09416180218 1.60751932826e-07 33 -0.951445045371 2.12306012979e-05 34 -0.827343517714 0.0100777072304 35 -0.719429145838 0.0497301777909 36 -0.625590561598 0.00120469192362 37 -0.543991792694 1e-12 38 -0.473036341473 4.84284449642e-06 39 -0.411335949107 1e-12 40 -0.357683434006 1e-12 41 -0.311029073049 1e-12 42 -0.270460063521 1e-12 43 -0.235182663931 3.50345569282e-07 44 -0.204506664288 0.000773770757688 45 0.204506664288 1e-12 46 0.235182663931 1e-12 47 0.270460063521 1e-12 48 0.311029073049 1e-12 49 0.357683434006 1e-12 50 0.411335949107 1e-12 51 0.473036341473 1e-12 52 0.543991792694 1e-12 53 0.625590561598 1e-12 54 0.719429145838 1e-12 55 0.827343517714 1e-12 56 0.951445045371 0.0109179753358 57 1.09416180218 0.000871959764308 58 1.2582860725 3.95402289553e-08 59 1.44702898338 1.56369371196e-08 60 1.66408333088 1e-12 61 1.91369583052 1e-12 62 2.2007502051 1e-12 63 2.53086273586 1e-12 64 2.91049214624 1e-12 65 3.34706596817 1e-12 66 3.8491258634 1e-12 67 4.42649474291 1e-12 68 5.09046895435 1.00925116177e-06 69 5.8540392975 1.42159136472e-05 70 6.73214519212 3.9948277696e-05 71 7.74196697094 0.690480278673 72 8.90326201658 1.11676890144 73 10.2387513191 1.313824747 74 11.7745640169 1.37256755086 75 13.5407486195 1.29893701162 76 15.5718609124 1.17234113817 77 17.9076400493 1.08575049939 78 20.5937860566 0.993841190071 79 23.6828539651 0.910315747867 80 27.2352820599 0.843608050727 81 31.3205743689 0.798434702421 82 36.0186605242 0.77706904755 83 41.4214596029 0.78033428013 84 47.6346785433 0.80833974073 85 54.7798803248 0.860999707279 86 62.9968623735 0.938382897709 87 72.4463917295 1.04093897869 88 83.3133504889 1.16963973098 89 95.8103530623 1.32606785634 -b0 0.5 # Frequency mesh parameter -nom 120 # number of matsubara points used -p0 0.1 # how fast should the low energy function fall off -b 0.9 # b parameter to determin family of basis functions -alpha4 1.0 # weight for the low energy expansion in the functional to be minimized -alpha3 0.01 # weight for the normalization in functional to be minimized -ifit 4 # number of Matsubara points used to fit the lowe energy expansion -beta 125.0 # inverse temperature -rps 1 # The lowest lorentzian is usualy at pi*T. This factor can bring it closer to zero. -Ng 60 # number of basis functions -lcut 0.18 # the lowest frequency lorentzian position -a0 0.005 # Frequency mesh start -FermiLiquid True # Low energy expansion of a Fermi liquid of Mott insulator -sig Sig.3 # input self-energy on imaginary axis -L0 20 # High energy cut-off for plotting -maxsteps 7500 # Maximum number of function evaluations in minimization routine -N0 3000 # Number of frequency points for plotting -poles [] # additional poles -vunity 0.01 # value of low-energy function at unity -wexp 1.15 # wexp^i is position where basis functions are peaked integral of sigma is 20.6658125174 omstart,omend= 10.0279637503 70.3465426992 positions= [-95.810353062289835, -83.313350488947691, -72.446391729519732, -62.996862373495432, -54.779880324778638, -47.63467854328578, -41.421459602857198, -36.018660524223655, -31.320574368890135, -27.23528205990447, -23.682853965134321, -20.593786056638542, -17.907640049250908, -15.571860912392095, -13.540748619471387, -11.774564016931643, -10.238751319070994, -8.9032620165834739, -7.7419669709421512, -6.7321451921236113, -5.854039297498792, -5.0904689543467763, -4.4264947429102408, -3.8491258634002099, -3.3470659681740957, -2.9104921462383442, -2.5308627358594298, -2.2007502050951566, -1.9136958305175276, -1.6640833308848069, -1.4470289833780932, -1.2582860725026896, -1.094161802176252, -0.95144504537065411, -0.82734351771361225, -0.71942914583792372, -0.62559056159819459, -0.54399179269408227, -0.47303634147311507, -0.41133594910705668, -0.35768343400613622, -0.31102907304881411, -0.27046006352070795, -0.23518266393105039, -0.20450666428786995, 0.20450666428786995, 0.23518266393105039, 0.27046006352070795, 0.31102907304881411, 0.35768343400613622, 0.41133594910705668, 0.47303634147311507, 0.54399179269408227, 0.62559056159819459, 0.71942914583792372, 0.82734351771361225, 0.95144504537065411, 1.094161802176252, 1.2582860725026896, 1.4470289833780932, 1.6640833308848069, 1.9136958305175276, 2.2007502050951566, 2.5308627358594298, 2.9104921462383442, 3.3470659681740957, 3.8491258634002099, 4.4264947429102408, 5.0904689543467763, 5.854039297498792, 6.7321451921236113, 7.7419669709421512, 8.9032620165834739, 10.238751319070994, 11.774564016931643, 13.540748619471387, 15.571860912392095, 17.907640049250908, 20.593786056638542, 23.682853965134321, 27.23528205990447, 31.320574368890135, 36.018660524223655, 41.421459602857198, 47.63467854328578, 54.779880324778638, 62.996862373495432, 72.446391729519732, 83.313350488947691, 95.810353062289835] Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 195 Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 207 estimated derivatives (real): [ 0.03637867 0.12459839 -0.17482286] estimated derivatives (imag): [-0.00333587 -0.51707689 0.52863968] [0.036378669046766045, 0.12459838640461558, -0.17482286428664132, -0.0033358694767348968, -0.51707688890062808, 0.52863968391597338] Expecting real-axis derivatives (real): [0.036378669046766045, -0.51707688890062808, 0.17482286428664132] Expecting real-axis derivatives (imag): [-0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] INTEGRAL of A0 IS: 0.982325564984 der0= [-1.1821325879681359, -4.8874599872512201, 13.316174674035977, -0.22264794229900933, -3.9637754142782775, -35.282595525998317] derx[-95.8103530623]= [0.0085228555824921007, -0.00010898035334758608, 4.1764185269136369e-06, 8.2669661697694e-54, -1.5635134996242773e-51, -7.1077840209561947e-49] derx[-83.3133504889]= [0.0098012839198658944, -0.00014412651732401255, 6.3518142201911857e-06, 2.7397595950822314e-52, -5.1779594957150307e-50, -2.3585210510820992e-47] derx[-72.4463917295]= [0.011271476507845761, -0.00019060731914154167, 9.6603185606492432e-06, 8.6500601633895075e-51, -1.633599528899339e-48, -7.455946102486875e-46] derx[-62.9968623735]= [0.012962197984022587, -0.00025207817959376107, 1.4692141184477393e-05, 2.6017332473480648e-49, -4.9097407264963796e-47, -2.2455390941975289e-44] derx[-54.7798803248]= [0.014906527681626053, -0.00033337339247312782, 2.2344905288690157e-05, 7.4548652197806343e-48, -1.4057024233606163e-45, -6.4430367540670856e-43] derx[-47.6346785433]= [0.01714250683386976, -0.00044088631154667564, 3.3983827283296497e-05, 2.0349158731574764e-46, -3.8339439046593243e-44, -1.7612048391453252e-41] derx[-41.4214596029]= [0.019713882858950281, -0.00058307214703549458, 5.1685149117250331e-05, 5.2915001032886517e-45, -9.961186177166039e-43, -4.5864368299763937e-40] derx[-36.0186605242]= [0.022670965287792638, -0.00077111291448596396, 7.8606668338406617e-05, 1.3107887073703961e-43, -2.465383405427074e-41, -1.1378476523234552e-38] derx[-31.3205743689]= [0.026071610080961479, -0.0010197968293365702, 0.00011955092339302555, 3.0931696029214755e-42, -5.8124721513155538e-40, -2.689259396042291e-37] derx[-27.2352820599]= [0.029982351593105135, -0.001348681306867305, 0.0001818220627648071, 6.9532417388986423e-41, -1.3053738720564068e-38, -6.0550496243572037e-36] derx[-23.6828539651]= [0.034479704332070156, -0.0017836310282832058, 0.00027652869625176464, 1.4889448634962081e-39, -2.792549355648727e-37, -1.2987798529448557e-34] derx[-20.5937860566]= [0.039651659981879125, -0.0023588520350101162, 0.00042056571905304966, 3.0371935237137141e-38, -5.6905294146369864e-36, -2.6538868994763323e-33] derx[-17.9076400493]= [0.0455994089791582, -0.0031195818162140111, 0.00063962814281273944, 5.901514173763703e-37, -1.1045463898456212e-34, -5.1659990472976226e-32] derx[-15.5718609124]= [0.052439320326025343, -0.0041256469519293359, 0.00097279504760800644, 1.0923098466957013e-35, -2.0421513687837769e-33, -9.5795935062685208e-31] derx[-13.5407486195]= [0.06030521837491655, -0.0054561680939181675, 0.0014795008012918546, 1.925810606176196e-34, -3.5963120225303188e-32, -1.6922178430836346e-29] derx[-11.7745640169]= [0.069351001131128576, -0.007215782304231361, 0.0022501380683330806, 3.2341502547716464e-33, -6.0323230358786469e-31, -2.8475885134391034e-28] derx[-10.2387513191]= [0.079753651300747033, -0.0095428720973941041, 0.0034221833041864647, 5.1734335065777587e-32, -9.6374343171602032e-30, -4.5646244855959372e-27] derx[-8.90326201658]= [0.091716698995755103, -0.012620448348551019, 0.0052047223680670648, 7.8824704211905626e-31, -1.4664902125262712e-28, -6.970028471141622e-26] derx[-7.74196697094]= [0.10547420384491106, -0.016690542940761249, 0.0079157507125258795, 1.1439390965856831e-29, -2.1253403705531809e-27, -1.0138185632233187e-24] derx[-6.73214519212]= [0.12129533442123068, -0.022073243038726875, 0.012038904750841208, 1.581220017574481e-28, -2.9335901623534707e-26, -1.4046764933421827e-23] derx[-5.8540392975]= [0.13948963458357522, -0.029191863918240489, 0.018309744560900752, 2.0817174104165374e-27, -3.8563935464899037e-25, -1.8538587219749329e-22] derx[-5.09046895435]= [0.1604130797694242, -0.038606240029510727, 0.027846983988248267, 2.6102490142661983e-26, -4.8279500301965724e-24, -2.3305299183680028e-21] derx[-4.42649474291]= [0.18447504173143997, -0.05105675243435194, 0.042352086311801866, 3.1171864011304797e-25, -5.7561406471883655e-23, -2.790638245118459e-20] derx[-3.8491258634]= [0.2121462979843243, -0.067522555083116956, 0.064412841506271301, 3.5453043830932318e-24, -6.5354274324212872e-22, -3.1828477187619899e-19] derx[-3.34706596817]= [0.24396824266822886, -0.089298579071888207, 0.097965112021562287, 3.8401012450509089e-23, -7.066043107163671e-21, -3.4576721772557592e-18] derx[-2.91049214624]= [0.28056347904081713, -0.11809737076305007, 0.14899516725777157, 3.961118378240738e-22, -7.2748295085993223e-20, -3.5776600363883824e-17] derx[-2.53086273586]= [0.32264800084132278, -0.15618377269780609, 0.22660800905196618, 3.8910393537388945e-21, -7.1317628690613516e-19, -3.525759861377681e-16] derx[-2.2007502051]= [0.37104520085563819, -0.20655303907439265, 0.34465248200314719, 3.6397510855441909e-20, -6.6570277755589062e-18, -3.3092935274175312e-15] derx[-1.91369583052]= [0.42670198075888122, -0.2731663934406024, 0.52419351577690543, 3.2420554938830689e-19, -5.9163453326115752e-17, -2.9582616378432449e-14] derx[-1.66408333088]= [0.49070727741979459, -0.36126255362329707, 0.79727340075704434, 2.7497616481154147e-18, -5.006045873702775e-16, -2.5185217482482373e-13] derx[-1.44702898338]= [0.56431336812134592, -0.47776972322575734, 1.2126348580980251, 2.2206351464212222e-17, -4.0325595242601316e-15, -2.0419775416789245e-12] derx[-1.2582860725]= [0.64896037150520114, -0.63185044983494754, 1.8444304200167501, 1.7074461625528132e-16, -3.0923285628796021e-14, -1.5766662396033966e-11] derx[-1.09416180218]= [0.74630442353838566, -0.83562219874628996, 2.8054790155498681, 1.2499216051287467e-15, -2.2572571432048896e-13, -1.1593073118119489e-10] derx[-0.951445045371]= [0.85825007963375521, -1.1051103087730014, 4.2674491924493339, 8.7108542408061598e-15, -1.5683239310636961e-12, -8.1173216596169225e-10] derx[-0.827343517714]= [0.98698757660146441, -1.4615082694612105, 6.491598917872107, 5.7790295698967254e-14, -1.0370872292827202e-11, -5.4121085168215654e-09] derx[-0.719429145838]= [1.1350356829073567, -1.9328444217070395, 9.8756153012471621, 3.6495278136103326e-13, -6.5265134797000069e-11, -3.4359169562651344e-08] derx[-0.625590561598]= [1.3052909744711956, -2.5561861317248615, 15.025031051025511, 2.1936860769540444e-12, -3.9083270641575652e-10, -2.0769337053342982e-07] derx[-0.543991792694]= [1.5010844977696234, -3.3805547223618464, 22.862204156719432, 1.2549701785573352e-11, -2.2268782150268045e-09, -1.1953254508159464e-06] derx[-0.473036341473]= [1.7262469241038028, -4.4707802587624936, 34.792805941333192, 6.8324220908640528e-11, -1.2071027193089189e-08, -6.5495453439237542e-06] derx[-0.411335949107]= [1.9851834599654929, -5.9125989968736077, 52.960554957477328, 3.5396075130050982e-10, -6.2240568287936372e-08, -3.4164369850638078e-05] derx[-0.357683434006]= [2.2829599587205482, -7.8193935378330712, 80.637790980233973, 1.7447222358117852e-09, -3.0522185469645164e-07, -0.00016964709467006216] derx[-0.311029073049]= [2.6254018755533113, -10.341103713617086, 122.82606919721783, 8.1815177397770628e-09, -1.4232852750050958e-06, -0.00080186453406200003] derx[-0.270460063521]= [3.0192079109335341, -13.676004006656266, 187.18343862424052, 3.6493576931613925e-08, -6.3097538322614523e-06, -0.0036074883999633002] derx[-0.235182663931]= [3.4720803721839926, -18.086261717587981, 285.46411069451585, 1.5481186350097081e-07, -2.6587215764889555e-05, -0.015446232737521956] derx[-0.204506664288]= [3.9928743892566603, -23.918471220982084, 435.77066704353092, 6.2447877842537021e-07, -0.00010645156417874828, -0.062938191882866451] derx[0.204506664288]= [-3.9928743892566567, -23.91847122098018, -435.77066704374766, 6.2447877842536883e-07, 0.00010645156417874802, -0.062938191882866326] derx[0.235182663931]= [-3.4720803721840268, -18.086261717589622, -285.46411069183932, 1.5481186350097068e-07, 2.6587215764889538e-05, -0.01544623273752195] derx[0.270460063521]= [-3.0192079109335386, -13.676004006654662, -187.1834386238836, 3.6493576931613825e-08, 6.3097538322614312e-06, -0.0036074883999632915] derx[0.311029073049]= [-2.6254018755532895, -10.341103713621196, -122.82606919893854, 8.1815177397770363e-09, 1.4232852750050903e-06, -0.00080186453406199786] derx[0.357683434006]= [-2.2829599587205633, -7.8193935378310906, -80.6377909789977, 1.7447222358117813e-09, 3.0522185469645096e-07, -0.00016964709467006181] derx[0.411335949107]= [-1.9851834599654814, -5.9125989968711501, -52.960554958369542, 3.539607513005093e-10, 6.224056828793628e-08, -3.4164369850638038e-05] derx[0.473036341473]= [-1.7262469241038088, -4.4707802587614545, -34.792805940874302, 6.8324220908640541e-11, 1.2071027193089192e-08, -6.5495453439237508e-06] derx[0.543991792694]= [-1.5010844977696363, -3.3805547223631054, -22.862204155750725, 1.2549701785573334e-11, 2.226878215026802e-09, -1.1953254508159452e-06] derx[0.625590561598]= [-1.3052909744711927, -2.556186131726558, -15.025031051267689, 2.1936860769540424e-12, 3.9083270641575616e-10, -2.0769337053342966e-07] derx[0.719429145838]= [-1.1350356829073633, -1.9328444217077245, -9.8756153007245828, 3.649527813610325e-13, 6.5265134796999926e-11, -3.4359169562651285e-08] derx[0.827343517714]= [-0.9869875766014663, -1.4615082694603609, -6.491598917722353, 5.7790295698967217e-14, 1.03708722928272e-11, -5.4121085168215596e-09] derx[0.951445045371]= [-0.85825007963375799, -1.1051103087735705, -4.2674491922103499, 8.710854240806144e-15, 1.5683239310636929e-12, -8.1173216596169091e-10] derx[1.09416180218]= [-0.74630442353838777, -0.83562219874748678, -2.8054790154000937, 1.249921605128746e-15, 2.2572571432048886e-13, -1.1593073118119485e-10] derx[1.2582860725]= [-0.64896037150520147, -0.63185044983476568, -1.844430419997626, 1.7074461625528137e-16, 3.0923285628796046e-14, -1.5766662396033966e-11] derx[1.44702898338]= [-0.56431336812134392, -0.47776972322449252, -1.2126348582700965, 2.2206351464212179e-17, 4.0325595242601237e-15, -2.0419775416789204e-12] derx[1.66408333088]= [-0.49070727741979392, -0.36126255362375692, -0.79727340081439957, 2.7497616481154089e-18, 5.0060458737027661e-16, -2.5185217482482333e-13] derx[1.91369583052]= [-0.42670198075887911, -0.27316639344028765, -0.52419351594419028, 3.2420554938830674e-19, 5.9163453326115728e-17, -2.9582616378432443e-14] derx[2.2007502051]= [-0.37104520085563675, -0.20655303907488132, -0.34465248211626864, 3.6397510855441897e-20, 6.6570277755589077e-18, -3.3092935274175293e-15] derx[2.53086273586]= [-0.32264800084132444, -0.15618377269780753, -0.22660800892450728, 3.8910393537388952e-21, 7.1317628690613506e-19, -3.525759861377681e-16] derx[2.91049214624]= [-0.28056347904081708, -0.11809737076298842, -0.14899516725936476, 3.9611183782407366e-22, 7.2748295085993199e-20, -3.5776600363883824e-17] derx[3.34706596817]= [-0.24396824266822814, -0.089298579072039183, -0.097965112076528443, 3.8401012450509065e-23, 7.0660431071636635e-21, -3.4576721772557588e-18] derx[3.8491258634]= [-0.21214629798432325, -0.067522555083012109, -0.064412841587525971, 3.5453043830932267e-24, 6.5354274324212787e-22, -3.1828477187619855e-19] derx[4.42649474291]= [-0.18447504173143989, -0.051056752433961267, -0.042352086317378079, 3.1171864011304747e-25, 5.756140647188355e-23, -2.7906382451184548e-20] derx[5.09046895435]= [-0.16041307976942246, -0.038606240029585813, -0.027846984126064372, 2.6102490142662001e-26, 4.8279500301965798e-24, -2.3305299183680051e-21] derx[5.8540392975]= [-0.13948963458357569, -0.029191863918355685, -0.018309744525849277, 2.0817174104165353e-27, 3.8563935464898982e-25, -1.853858721974931e-22] derx[6.73214519212]= [-0.12129533442123012, -0.022073243038910506, -0.01203890479425768, 1.5812200175744812e-28, 2.9335901623534718e-26, -1.4046764933421824e-23] derx[7.74196697094]= [-0.10547420384491163, -0.016690542940869576, -0.0079157506679151876, 1.1439390965856811e-29, 2.1253403705531773e-27, -1.0138185632233169e-24] derx[8.90326201658]= [-0.091716698995754992, -0.01262044834866034, -0.0052047223756351169, 7.882470421190553e-31, 1.4664902125262692e-28, -6.970028471141614e-26] derx[10.2387513191]= [-0.07975365130074677, -0.0095428720973087817, -0.0034221833229072761, 5.1734335065777543e-32, 9.6374343171601948e-30, -4.5646244855959336e-27] derx[11.7745640169]= [-0.069351001131128548, -0.007215782304166217, -0.0022501380699262831, 3.2341502547716402e-33, 6.0323230358786364e-31, -2.847588513439098e-28] derx[13.5407486195]= [-0.06030521837491612, -0.0054561680939067955, -0.0014795008351484304, 1.925810606176194e-34, 3.5963120225303166e-32, -1.6922178430836318e-29] derx[15.5718609124]= [-0.052439320326025433, -0.0041256469519438841, -0.00097279504023918919, 1.0923098466956999e-35, 2.0421513687837735e-33, -9.5795935062685068e-31] derx[17.9076400493]= [-0.045599408979157964, -0.0031195818161513251, -0.00063962816133427227, 5.901514173763693e-37, 1.1045463898456194e-34, -5.1659990472976116e-32] derx[20.5937860566]= [-0.039651659981879507, -0.0023588520349896525, -0.0004205656889805006, 3.037193523713711e-38, 5.6905294146369803e-36, -2.6538868994763278e-33] derx[23.6828539651]= [-0.034479704332070295, -0.0017836310283373077, -0.0002765286843023837, 1.4889448634962078e-39, 2.7925493556487249e-37, -1.2987798529448557e-34] derx[27.2352820599]= [-0.029982351593105479, -0.0013486813068621919, -0.0001818220356795552, 6.9532417388986321e-41, 1.3053738720564037e-38, -6.0550496243571957e-36] derx[31.3205743689]= [-0.02607161008096159, -0.0010197968293845733, -0.00011955091512805332, 3.0931696029214736e-42, 5.8124721513155538e-40, -2.6892593960422906e-37] derx[36.0186605242]= [-0.022670965287792652, -0.00077111291445544259, -7.8606667342612403e-05, 1.3107887073703943e-43, 2.465383405427072e-41, -1.1378476523234532e-38] derx[41.4214596029]= [-0.019713882858950364, -0.00058307214707319077, -5.1685142146787062e-05, 5.2915001032886449e-45, 9.9611861771660263e-43, -4.586436829976388e-40] derx[47.6346785433]= [-0.017142506833869708, -0.00044088631156081115, -3.3983831565150672e-05, 2.0349158731574737e-46, 3.8339439046593193e-44, -1.7612048391453232e-41] derx[54.7798803248]= [-0.01490652768162601, -0.00033337339248709402, -2.2344908823709362e-05, 7.4548652197806185e-48, 1.4057024233606129e-45, -6.4430367540670737e-43] derx[62.9968623735]= [-0.012962197984022625, -0.00025207817957927716, -1.4692138495862959e-05, 2.6017332473480618e-49, 4.9097407264963737e-47, -2.2455390941975269e-44] derx[72.4463917295]= [-0.011271476507845728, -0.0001906073191512558, -9.6603211994654175e-06, 8.6500601633895075e-51, 1.633599528899339e-48, -7.455946102486875e-46] derx[83.3133504889]= [-0.0098012839198659274, -0.00014412651731666106, -6.3518115315820932e-06, 2.7397595950822265e-52, 5.1779594957150203e-50, -2.3585210510820943e-47] derx[95.8103530623]= [-0.0085228555824920608, -0.00010898035338146838, -4.1764217134118179e-06, 8.2669661697693895e-54, 1.5635134996242749e-51, -7.1077840209561871e-49] 0 chi2= 1428.32546782 chi3= 1.97215226305e-33 chi4= 0.375635981805 chi5= 0 nrm= 1.0 der= [-0.017711535421362359, -1.1275764756047122, 0.19951222209112876, -0.0033358618583127003, -0.059388049502114078, -0.52913004086239324] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 1 chi2= 76.8728643097 chi3= 0.000893478641777 chi4= 0.00127678560052 chi5= 0 nrm= 1.2989111309 der= [0.06105672607075871, -0.49124611753515779, 0.1394514230027864, -0.0033358668533961249, -0.059388049502114071, -0.52862846924016471] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 2 chi2= 15.2739387332 chi3= 0.00307107579895 chi4= 0.0129970166421 chi5= 0 nrm= 1.55417287907 der= [0.061765238045723536, -0.40593682685793098, 0.17369620188792129, -0.0033358668533961249, -0.059388049502114078, -0.52862846924016205] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 3 chi2= 3.34574697298 chi3= 0.00643916152569 chi4= 0.0111113228968 chi5= 0 nrm= 1.80244386257 der= [0.033897065706582637, -0.61233892288848846, -4.3306006766034635, -0.0033358604085756511, -0.059386950875381248, -0.52927800149947535] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 4 chi2= 2.65628040608 chi3= 0.00704019397675 chi4= 0.00483229153541 chi5= 0 nrm= 1.8390586378 der= [0.031779199251246913, -0.5789096543379697, -2.9675015697620748, -0.0033358647214034435, -0.059387772244134357, -0.52884155164897584] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 5 chi2= 2.34472664682 chi3= 0.00737775284047 chi4= 0.00303382928608 chi5= 0 nrm= 1.85893846348 der= [0.032982560459075605, -0.56265755940011686, -2.8980796048312252, -0.0033358642501216161, -0.059387605277872693, -0.52889047735718275] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 6 chi2= 1.97769419415 chi3= 0.00799085106724 chi4= 0.00158273380264 chi5= 0 nrm= 1.8939156038 der= [0.032377308572534652, -0.54906194163511757, -2.15595829040205, -0.0033358665725911193, -0.059388000930749425, -0.52865621164954057] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 7 chi2= 1.47601034375 chi3= 0.0089049496462 chi4= 0.00380075993843 chi5= 0 nrm= 1.94366040747 der= [0.029394691882694932, -0.57048354195431328, -2.8239905103920222, -0.003335865085826983, -0.059387756365460655, -0.52880591291636292] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 8 chi2= 1.09525799851 chi3= 0.00949967920578 chi4= 0.00200794836549 chi5= 0 nrm= 1.97466297795 der= [0.034918946295409495, -0.56062952800600507, -0.86709826657816458, -0.0033358657052312193, -0.059388222041772236, -0.52874398842484704] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 9 chi2= 1.01364177082 chi3= 0.00968906125352 chi4= 0.00315922065732 chi5= 0 nrm= 1.98433029281 der= [0.032931894444708405, -0.57162660807457966, -1.1337767785287651, -0.0033358657778011351, -0.059388206884061975, -0.52873664612353766] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 10 chi2= 0.789380126618 chi3= 0.0104868157511 chi4= 0.00327788136795 chi5= 0 nrm= 2.02405154905 der= [0.034660679891382301, -0.57338520371269319, -0.84438430881355298, -0.0033358663991697461, -0.059388114811896771, -0.52867369130611808] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 11 chi2= 0.640940114382 chi3= 0.011085678821 chi4= 0.00143665719265 chi5= 0 nrm= 2.05288550285 der= [0.036283699401843013, -0.55428269726429735, -0.54594588698049717, -0.0033358664805976522, -0.059388105594084264, -0.52866560370593563] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 12 chi2= 0.612739444564 chi3= 0.0111899333272 chi4= 0.00126642149492 chi5= 0 nrm= 2.05782481192 der= [0.035708443397020818, -0.55173017468458829, -0.62952058528084953, -0.003335866626186533, -0.059388082264189374, -0.52865100830855327] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 13 chi2= 0.573812820136 chi3= 0.0113265202784 chi4= 0.00133244524044 chi5= 0 nrm= 2.0642612592 der= [0.036165793658260462, -0.55324326732957951, -0.3147459067609325, -0.0033358662105563738, -0.059388157356225685, -0.52869299720736107] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 14 chi2= 0.479265573278 chi3= 0.012078594464 chi4= 0.000724683715653 chi5= 0 nrm= 2.0990265904 der= [0.035735460826355897, -0.5436992242778862, -0.21371311057553094, -0.0033358660653186687, -0.059388183227796591, -0.52870775778441526] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 15 chi2= 0.454984926955 chi3= 0.0121222475728 chi4= 0.000347512920378 chi5= 0 nrm= 2.1010107889 der= [0.038855437161825157, -0.53551248459178391, 0.070798175118408274, -0.0033358664536866068, -0.059388117505295539, -0.52866830776014673] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 16 chi2= 0.434331780321 chi3= 0.012245378789 chi4= 0.000626023320352 chi5= 0 nrm= 2.10658839634 der= [0.037686586705173192, -0.54200226666824003, 0.013175807713135451, -0.0033358663243769795, -0.05938813952793532, -0.5286813338687798] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 17 chi2= 0.4141112414 chi3= 0.0123582559957 chi4= 0.000318114929059 chi5= 0 nrm= 2.11167693129 der= [0.038901232041997053, -0.53456525269495847, -0.059345844217178478, -0.003335866662509119, -0.059388081913855549, -0.52864744080887716] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 18 chi2= 0.378851265842 chi3= 0.0126583047024 chi4= 0.000286976519064 chi5= 0 nrm= 2.1250913164 der= [0.03770683765573201, -0.53301572599144331, -0.37962028912981316, -0.0033358665962758406, -0.059388084724828406, -0.52865420471926472] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 19 chi2= 0.368513348645 chi3= 0.0127109230748 chi4= 0.000228614748099 chi5= 0 nrm= 2.12742729587 der= [0.038190735288351964, -0.53124786266287238, -0.31598695543743571, -0.003335866819869806, -0.059388053994504558, -0.52863174655162282] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 20 chi2= 0.357213523903 chi3= 0.012808189551 chi4= 0.000224406657065 chi5= 0 nrm= 2.13173272247 der= [0.037889621446118668, -0.53129470437503334, -0.26735542938367612, -0.003335866805160511, -0.059388057118581965, -0.52863320765141653] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 21 chi2= 0.343755293362 chi3= 0.0128976741347 chi4= 0.000259647428703 chi5= 0 nrm= 2.13567927403 der= [0.038068130799971962, -0.53258744545898318, -0.22255031316907009, -0.0033358668127038836, -0.059388056200952596, -0.52863245407107495] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 22 chi2= 0.315709823893 chi3= 0.0131968429459 chi4= 0.000461150999427 chi5= 0 nrm= 2.14877512795 der= [0.038227849988013846, -0.53830477762227003, -0.083692732372272816, -0.0033358666272497698, -0.0593880873137759, -0.52865096967752401] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 23 chi2= 0.306308642615 chi3= 0.0132293357509 chi4= 5.30294388196e-05 chi5= 0 nrm= 2.15018849546 der= [0.038415699495064508, -0.52286190998946724, -0.21232359394424716, -0.003335866830462809, -0.059388053335725964, -0.52863071137756512] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 24 chi2= 0.257672813393 chi3= 0.0137581448832 chi4= 0.000121128831417 chi5= 0 nrm= 2.17295118753 der= [0.039551072910404633, -0.52736183140039827, -0.045617699177033094, -0.0033358668116108595, -0.059388056561771985, -0.52863256276581483] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 25 chi2= 0.2538225485 chi3= 0.0137876048801 chi4= 3.29961771501e-05 chi5= 0 nrm= 2.17420632259 der= [0.039104912838950318, -0.52092442706829634, -0.14665782319281612, -0.0033358668221105327, -0.059388054769789846, -0.52863154107711929] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 26 chi2= 0.248083600465 chi3= 0.013843318056 chi4= 3.33260780547e-05 chi5= 0 nrm= 2.17657630675 der= [0.038686026933006434, -0.52085281567375041, -0.19013351474201523, -0.0033358668397058056, -0.05938805176211108, -0.52862980422653028] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 27 chi2= 0.242521782262 chi3= 0.0139208032069 chi4= 2.88254694878e-05 chi5= 0 nrm= 2.17986453489 der= [0.038943513619875927, -0.51993160635421765, -0.19493910336203574, -0.0033358668428161565, -0.059388051226568601, -0.52862949740140208] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 28 chi2= 0.215028282312 chi3= 0.0144688023611 chi4= 0.000205750246519 chi5= 0 nrm= 2.20286334889 der= [0.038241417963758059, -0.53057860728272377, -0.26743017332648095, -0.0033358668402522214, -0.059388051049335228, -0.5286297451266333] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 29 chi2= 0.178588596705 chi3= 0.0149081839791 chi4= 2.41323681976e-05 chi5= 0 nrm= 2.2209907444 der= [0.039213409877641686, -0.51658238194957606, -0.21794725538196935, -0.0033358668459279933, -0.059388050318228629, -0.52862919447443513] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 30 chi2= 0.174422016933 chi3= 0.0149062101485 chi4= 9.29177606844e-05 chi5= 0 nrm= 2.22090991267 der= [0.039111809223809586, -0.50886404319745604, -0.24436244199052798, -0.0033358668517511742, -0.059388049735022867, -0.52862862753512585] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 31 chi2= 0.170624331782 chi3= 0.0149890218047 chi4= 6.18292133838e-05 chi5= 0 nrm= 2.22429660641 der= [0.039116862172354099, -0.51089709502243819, -0.22161654598388847, -0.0033358668512958956, -0.059388049784428257, -0.52862867153631643] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 32 chi2= 0.163267684045 chi3= 0.0151138020728 chi4= 0.00012116754408 chi5= 0 nrm= 2.22938204285 der= [0.038935757891993647, -0.5072699959127519, -0.24977638015842329, -0.003335866847917895, -0.059388050395958514, -0.52862900667768675] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 33 chi2= 0.158651777589 chi3= 0.0151831673937 chi4= 0.000120161462947 chi5= 0 nrm= 2.23219995917 der= [0.038941158070278807, -0.5072871544823162, -0.24148200184404656, -0.003335866851951059, -0.059388049714838569, -0.52862860901377084] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 34 chi2= 0.13055200114 chi3= 0.0161293902815 chi4= 3.87668916994e-05 chi5= 0 nrm= 2.27001536532 der= [0.038631533688297255, -0.51331517484178113, -0.26239288486093876, -0.0033358668499505256, -0.059388049515346791, -0.52862880190484263] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 35 chi2= 0.106477395966 chi3= 0.016393384659 chi4= 0.000210804593589 chi5= 0 nrm= 2.28036653576 der= [0.039614420312710868, -0.50333414657166098, -0.15753690768108941, -0.0033358668512739431, -0.059388049826677142, -0.5286286738703796] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 36 chi2= 0.0996352220056 chi3= 0.0165360081504 chi4= 0.000250368207394 chi5= 0 nrm= 2.28592410936 der= [0.04035039680200285, -0.50218976939364013, -0.17932427724148353, -0.0033358667473053208, -0.059388032019636279, -0.52863914824271407] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 37 chi2= 0.0958799250045 chi3= 0.0166004614727 chi4= 0.000291513176368 chi5= 0 nrm= 2.28842778116 der= [0.040142819267282678, -0.50082549462261772, -0.18310582360993932, -0.0033358667883385991, -0.059388038892113609, -0.52863501959709402] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 38 chi2= 0.0932933697848 chi3= 0.0166591330906 chi4= 0.000325273494761 chi5= 0 nrm= 2.29070264161 der= [0.040383561649071836, -0.49979771653647964, -0.14516609739135111, -0.0033358668318119004, -0.059388046180421747, -0.52863063962733658] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 39 chi2= 0.0916323610998 chi3= 0.0166890011811 chi4= 0.000369416652358 chi5= 0 nrm= 2.29185917116 der= [0.040113575088476842, -0.4986253648668969, -0.20705605720441889, -0.0033358667729975083, -0.059388035904156658, -0.52863657018548227] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 40 chi2= 0.0895568843982 chi3= 0.0167272911529 chi4= 0.000414893369097 chi5= 0 nrm= 2.29334029369 der= [0.040162537656456165, -0.4974688531959448, -0.22109889826445039, -0.0033358667470425978, -0.059388031471918235, -0.52863918629685569] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 41 chi2= 0.08284532771 chi3= 0.0169822116889 chi4= 0.000412699855006 chi5= 0 nrm= 2.30315815191 der= [0.04079373018129237, -0.49751595037174867, -0.14379187544170957, -0.0033358668531726261, -0.059388049525650383, -0.52862849049404825] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 42 chi2= 0.0777241943433 chi3= 0.0171902477263 chi4= 0.000436683912234 chi5= 0 nrm= 2.3111158502 der= [0.039781947925707321, -0.49685510539992805, -0.22211338126549579, -0.0033358668346088493, -0.059388046376905854, -0.5286303611819988] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 43 chi2= 0.0686702411014 chi3= 0.01750876967 chi4= 0.000550902377413 chi5= 0 nrm= 2.32320707639 der= [0.039461450805685298, -0.49419444851706984, -0.24192066975385412, -0.003335866853212909, -0.059388049516789991, -0.52862848669737639] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 44 chi2= 0.0677608041213 chi3= 0.0175105826698 chi4= 0.000652051896797 chi5= 0 nrm= 2.3232755824 der= [0.039568420213970099, -0.49209810628850692, -0.24365729878474862, -0.0033358668532827355, -0.059388049505835094, -0.52862848000297924] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 45 chi2= 0.0658542773929 chi3= 0.0175477336494 chi4= 0.000584439708436 chi5= 0 nrm= 2.3246785893 der= [0.039777324559091436, -0.4935963522660356, -0.28482928108709699, -0.0033358667555555815, -0.059388032846968676, -0.52863832281151724] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 46 chi2= 0.064957770581 chi3= 0.0175635936117 chi4= 0.000549940630254 chi5= 0 nrm= 2.32527708845 der= [0.03948950588344103, -0.49446047295873319, -0.35749109435468807, -0.0033358666288786434, -0.059388011240754657, -0.52865109690046241] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 47 chi2= 0.0629753661876 chi3= 0.0176259137328 chi4= 0.000543851343105 chi5= 0 nrm= 2.32762621746 der= [0.03969808277604462, -0.4945847118694191, -0.34005157336467828, -0.0033358666185562789, -0.059388009479862766, -0.52865213729461402] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 48 chi2= 0.0624203692836 chi3= 0.0176495394891 chi4= 0.000504656993124 chi5= 0 nrm= 2.32851569389 der= [0.039633826008356771, -0.49553213671480156, -0.36794191025942191, -0.0033358665629019228, -0.059387999992837143, -0.52865774644493224] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 49 chi2= 0.0614694357088 chi3= 0.0176775210206 chi4= 0.000632358764544 chi5= 0 nrm= 2.32956838939 der= [0.039958165138373747, -0.49261563296018829, -0.28089295645545626, -0.0033358666929526053, -0.059388022162286912, -0.52864463926374117] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 50 chi2= 0.0567535752749 chi3= 0.0180491041937 chi4= 0.000721861437131 chi5= 0 nrm= 2.34346954538 der= [0.040249432643426716, -0.49074380710581333, -0.18603985971016784, -0.0033358667932370258, -0.059388039277056291, -0.52863453091025125] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 51 chi2= 0.0547315162524 chi3= 0.0180750996913 chi4= 0.000349422029349 chi5= 0 nrm= 2.34443667353 der= [0.040179943406231731, -0.49968927244424821, -0.39278524593447017, -0.0033358664172936695, -0.059387975181499748, -0.52867242146346094] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 52 chi2= 0.0537827715928 chi3= 0.0180862556668 chi4= 0.000396719601866 chi5= 0 nrm= 2.34485150358 der= [0.040029331671860471, -0.49841013491369701, -0.41270858114789533, -0.003335866404406947, -0.05938797297820151, -0.52867372036210891] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 53 chi2= 0.0529016779569 chi3= 0.0181143496618 chi4= 0.00038311383913 chi5= 0 nrm= 2.34589560003 der= [0.039926481026116692, -0.49884272737031432, -0.43850398608787811, -0.0033358663642184911, -0.059387966126702621, -0.52867777077991374] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 54 chi2= 0.0521423827066 chi3= 0.0181750328436 chi4= 0.000257850957541 chi5= 0 nrm= 2.34814809437 der= [0.03948216743509015, -0.5031747586666715, -0.56358616596942301, -0.0033358661696275614, -0.05938793295669114, -0.52869738264886812] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 55 chi2= 0.0510842221485 chi3= 0.0181836082413 chi4= 0.000404768826653 chi5= 0 nrm= 2.34846610047 der= [0.039897631849581471, -0.49827114150336316, -0.44408223506474742, -0.0033358663511118694, -0.059387963891255426, -0.5286790917626466] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 56 chi2= 0.0492742933768 chi3= 0.0182662533268 chi4= 0.000351008767288 chi5= 0 nrm= 2.35152703735 der= [0.039691013862396408, -0.50001455407427797, -0.52151490526194411, -0.003335866230599551, -0.05938794334645419, -0.52869123762599612] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 57 chi2= 0.0488741716661 chi3= 0.0182892428651 chi4= 0.000287594164903 chi5= 0 nrm= 2.35237727225 der= [0.03945582130667815, -0.50227981793002063, -0.59164141225610178, -0.0033358661158926503, -0.059387923792295447, -0.52870279842820578] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 58 chi2= 0.0455717418416 chi3= 0.018473869 chi4= 0.000347685815394 chi5= 0 nrm= 2.35918611676 der= [0.039565662301387881, -0.50020794579998462, -0.55003855418237146, -0.0033358662294973654, -0.059387943161138268, -0.52869134807546714] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 59 chi2= 0.0449344543323 chi3= 0.0184797658535 chi4= 0.000323921832161 chi5= 0 nrm= 2.35940302536 der= [0.039167681320466483, -0.50135501491704237, -0.65307012437641543, -0.0033358660505745591, -0.059387912654077897, -0.52870938155912151] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 60 chi2= 0.0445745527872 chi3= 0.0185144892022 chi4= 0.000237061364296 chi5= 0 nrm= 2.36067958029 der= [0.039023992398834591, -0.50499551144353028, -0.73993779140517113, -0.0033358658912575438, -0.05938788549496235, -0.52872543841019171] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 61 chi2= 0.0438399134378 chi3= 0.0185374802382 chi4= 0.000285036809475 chi5= 0 nrm= 2.3615241547 der= [0.03923219872757714, -0.50278971976169073, -0.67574009363893406, -0.0033358659916593448, -0.059387902609961636, -0.52871531940201055] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 62 chi2= 0.0426445658444 chi3= 0.0186674013791 chi4= 0.00028729522393 chi5= 0 nrm= 2.36628698959 der= [0.039190091734341681, -0.50237647263857665, -0.61804312122111948, -0.0033358660369487269, -0.059387917767274902, -0.52871074807872975] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 63 chi2= 0.0414616058413 chi3= 0.0186964276854 chi4= 0.00045811191905 chi5= 0 nrm= 2.36734881012 der= [0.039696819558435917, -0.49704534744616868, -0.49907551699940522, -0.0033358662597649993, -0.059387948324079391, -0.5286882981681259] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 64 chi2= 0.0410018003588 chi3= 0.0187101410875 chi4= 0.000364095328167 chi5= 0 nrm= 2.36785017774 der= [0.039379145663255864, -0.49993296537767462, -0.60461997242136578, -0.0033358660964855915, -0.059387920480462264, -0.52870475446141396] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 65 chi2= 0.0404249870265 chi3= 0.0187343561687 chi4= 0.000253083369565 chi5= 0 nrm= 2.36873504261 der= [0.039266526927081304, -0.50438198529667067, -0.73708627106063129, -0.003335865860283593, -0.059387880215007696, -0.52872856015260239] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 66 chi2= 0.0400837181495 chi3= 0.018746420396 chi4= 0.000267627862545 chi5= 0 nrm= 2.36917567887 der= [0.039143300858048652, -0.50376785435414628, -0.73308148757393288, -0.0033358658804462822, -0.059387883651346382, -0.52872652806409914] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 67 chi2= 0.0398540128816 chi3= 0.0187588748983 chi4= 0.000284763410168 chi5= 0 nrm= 2.36963042089 der= [0.039249370903646254, -0.5029943405794941, -0.70710157821245767, -0.0033358659183995902, -0.059387890121099803, -0.52872270293322032] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 68 chi2= 0.039426297499 chi3= 0.018784354046 chi4= 0.000310278753791 chi5= 0 nrm= 2.37056025209 der= [0.039334090222069171, -0.50193162898441024, -0.67217241415268114, -0.0033358659715319091, -0.05938789917857612, -0.5287173479791264] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 69 chi2= 0.0381784989698 chi3= 0.018874794257 chi4= 0.00040619926972 chi5= 0 nrm= 2.37385567863 der= [0.039550937558456137, -0.49873938828298592, -0.59619472546833518, -0.0033358660891422559, -0.059387919226765805, -0.52870549460524718] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 70 chi2= 0.0376865906401 chi3= 0.0189092877241 chi4= 0.000322373625138 chi5= 0 nrm= 2.37511045826 der= [0.039335033483349609, -0.50150182850840808, -0.66556863324603222, -0.0033358659835576918, -0.05938790122843654, -0.52871613596101585] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 71 chi2= 0.0364844307324 chi3= 0.0190064294254 chi4= 0.000296754643377 chi5= 0 nrm= 2.37863807525 der= [0.039496513800613225, -0.50231343394573003, -0.65372311496990265, -0.0033358659925563864, -0.05938790276297528, -0.52871522901430168] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 72 chi2= 0.0338412568663 chi3= 0.0192231478622 chi4= 0.000268773571927 chi5= 0 nrm= 2.38647567098 der= [0.039030695855491779, -0.50381514359828161, -0.74952120269934175, -0.0033358658479643783, -0.059387878121092315, -0.5287298012540409] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 73 chi2= 0.0327105964727 chi3= 0.0192511822936 chi4= 0.000321969886161 chi5= 0 nrm= 2.3874862988 der= [0.039233330936429861, -0.50178746602523228, -0.71752851347502322, -0.0033358658972506309, -0.059387886515817778, -0.52872483444119878] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 74 chi2= 0.032154522429 chi3= 0.0192881912516 chi4= 0.000279981137454 chi5= 0 nrm= 2.38881932776 der= [0.039224085730076769, -0.5034622800815487, -0.75308837152613173, -0.0033358658357865063, -0.059387876038122581, -0.52873102911734038] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 75 chi2= 0.0318464833333 chi3= 0.0193031558038 chi4= 0.000293322040225 chi5= 0 nrm= 2.38935797417 der= [0.03922747155505079, -0.50286548490388616, -0.73521625104680577, -0.0033358658627023938, -0.059387880626317578, -0.52872831639587115] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 76 chi2= 0.0313173239117 chi3= 0.0193382643092 chi4= 0.000313832489843 chi5= 0 nrm= 2.39062087965 der= [0.039147762432893182, -0.50213944241931874, -0.73408891646539298, -0.0033358658703873528, -0.059387881936541716, -0.52872754186387372] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 77 chi2= 0.031006968928 chi3= 0.0193634966713 chi4= 0.000251054574695 chi5= 0 nrm= 2.39152781759 der= [0.039309509921459637, -0.50481669945721597, -0.7829206248750975, -0.0033358657703485167, -0.059387864883215208, -0.52873762429873894] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 78 chi2= 0.0306590971093 chi3= 0.0193900460825 chi4= 0.000233736643011 chi5= 0 nrm= 2.39248145706 der= [0.039013345463691139, -0.50587820693745023, -0.8299627000323746, -0.0033358657047903081, -0.059387853707775357, -0.52874423159477502] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 79 chi2= 0.0303474657988 chi3= 0.0194020996815 chi4= 0.000251022149882 chi5= 0 nrm= 2.39291419985 der= [0.039021558159223577, -0.50504097305972573, -0.81890131544585598, -0.0033358657273117802, -0.059387857546830632, -0.528741961767765] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 80 chi2= 0.0302451277997 chi3= 0.0194058510827 chi4= 0.000269377422581 chi5= 0 nrm= 2.39304885351 der= [0.039160535022998127, -0.50409578911845709, -0.7880086399116204, -0.0033358657708696814, -0.059387864971816008, -0.52873757177822556] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 81 chi2= 0.0298849570077 chi3= 0.0194376391723 chi4= 0.00026439537514 chi5= 0 nrm= 2.39418934052 der= [0.039114228671050605, -0.50433803503011831, -0.79578750320753877, -0.0033358657635769208, -0.059387863728534551, -0.52873830678251343] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 82 chi2= 0.0295712566382 chi3= 0.0194607457333 chi4= 0.000280810149207 chi5= 0 nrm= 2.39501776811 der= [0.039079125464709333, -0.5036302724069931, -0.78580686200940386, -0.0033358657848179484, -0.059387867349423917, -0.52873616599967599] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 83 chi2= 0.0291632452489 chi3= 0.0194923104398 chi4= 0.000305516474558 chi5= 0 nrm= 2.39614864681 der= [0.039288595039413357, -0.50264340643413696, -0.76484807362033758, -0.003335865809027594, -0.059387871476009525, -0.52873372603497049] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 84 chi2= 0.0280959016986 chi3= 0.0195863144511 chi4= 0.000235012215014 chi5= 0 nrm= 2.39951114505 der= [0.038777351024154978, -0.50636499148294645, -0.89329955688782481, -0.0033358656173021182, -0.059387838793208546, -0.5287530491260598] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 85 chi2= 0.0277504829868 chi3= 0.0196053926919 chi4= 0.000230180563805 chi5= 0 nrm= 2.40019258289 der= [0.038773869867331626, -0.50666535901300891, -0.90043700823890793, -0.0033358656061680345, -0.059387836895164386, -0.52875417127833879] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 86 chi2= 0.0274813371033 chi3= 0.0196178896661 chi4= 0.000251094541799 chi5= 0 nrm= 2.40063877092 der= [0.038905076509092751, -0.5054417072896723, -0.86877242764825913, -0.0033358656527410955, -0.059387844834207101, -0.52874947740553779] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 87 chi2= 0.0272585232196 chi3= 0.0196386063884 chi4= 0.000249348430738 chi5= 0 nrm= 2.40137812129 der= [0.03881353427427351, -0.50556135732088181, -0.87583003646301139, -0.003335865645189698, -0.059387843546925931, -0.52875023847504721] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 88 chi2= 0.0255209609598 chi3= 0.0198170822981 chi4= 0.000254592510992 chi5= 0 nrm= 2.40773159012 der= [0.0388567688827035, -0.50466256781134156, -0.79425361206361933, -0.0033358656432937355, -0.059387868881902652, -0.52875042929939531] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 89 chi2= 0.0251759440687 chi3= 0.0198264551917 chi4= 0.000297194511841 chi5= 0 nrm= 2.40806445846 der= [0.038874083989264271, -0.50336384202204831, -0.83757290306776544, -0.0033358657080585748, -0.059387854265379111, -0.52874390220308387] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 90 chi2= 0.0250144426951 chi3= 0.0198336212926 chi4= 0.000276596773022 chi5= 0 nrm= 2.40831890183 der= [0.038791705064161679, -0.50437622212325028, -0.8694081971246348, -0.003335865659457495, -0.059387845978996844, -0.5287488004962001] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 91 chi2= 0.0246878054662 chi3= 0.0198554525249 chi4= 0.000253183683311 chi5= 0 nrm= 2.40909376994 der= [0.038760182365972382, -0.5057320926317449, -0.91321404807670303, -0.0033358655875985622, -0.059387833729113645, -0.52875604281935473] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 92 chi2= 0.0245775349957 chi3= 0.0198672030656 chi4= 0.00024159450878 chi5= 0 nrm= 2.40951066209 der= [0.038721113763022431, -0.50638230430928566, -0.92657660395671981, -0.0033358655630535855, -0.059387829545148221, -0.52875851658747408] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 93 chi2= 0.0234007877313 chi3= 0.0200516841081 chi4= 0.000207345439098 chi5= 0 nrm= 2.41603969253 der= [0.038852012800344622, -0.509007930158072, -0.9900576912217498, -0.0033358654283709801, -0.059387806581867875, -0.52877208677220278] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 94 chi2= 0.0224815054682 chi3= 0.0201001841836 chi4= 0.000214670307875 chi5= 0 nrm= 2.41775118352 der= [0.038685049007174788, -0.50846222965497734, -0.98583781796193115, -0.0033358654742502341, -0.059387814402769974, -0.52876746300557997] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 95 chi2= 0.0222903821233 chi3= 0.020103818208 chi4= 0.000211532905289 chi5= 0 nrm= 2.4178793393 der= [0.038570532779772765, -0.50903579835381951, -1.0153210669083743, -0.0033358654157484165, -0.059387804434727097, -0.52877336273836462] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 96 chi2= 0.0220277206354 chi3= 0.0201154658503 chi4= 0.000215349898434 chi5= 0 nrm= 2.41829002148 der= [0.038468079783946466, -0.50894193379772956, -1.0267657626237476, -0.0033358654035202922, -0.05938780235011698, -0.52877459517478131] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 97 chi2= 0.0217953338012 chi3= 0.0201278539344 chi4= 0.000227521022958 chi5= 0 nrm= 2.41872668031 der= [0.038466879133368742, -0.50796723583252945, -1.0073335503903444, -0.003335865434601056, -0.0593878076482258, -0.52877146270262143] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 98 chi2= 0.0216164425987 chi3= 0.0201506526354 chi4= 0.000221454139914 chi5= 0 nrm= 2.41952994457 der= [0.038480084174368545, -0.5083724374478692, -1.0119605006748453, -0.0033358654238981578, -0.059387805823998954, -0.52877254139343544] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 99 chi2= 0.0212231935701 chi3= 0.0201839102593 chi4= 0.000220282964242 chi5= 0 nrm= 2.42070089249 der= [0.038660722644407619, -0.50814879815256642, -0.98681024310266596, -0.0033358654550685648, -0.05938781113731214, -0.52876939988047689] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 100 chi2= 0.0210657460583 chi3= 0.0201896736346 chi4= 0.000235147024105 chi5= 0 nrm= 2.42090371365 der= [0.038639224384730678, -0.50723536905605304, -0.97737571801368661, -0.0033358654723096557, -0.059387814076214102, -0.52876766223894267] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 101 chi2= 0.0209071216758 chi3= 0.0202058864166 chi4= 0.000242516023078 chi5= 0 nrm= 2.42147410868 der= [0.038710744057890392, -0.50674824923867445, -0.96522717200571484, -0.003335865489799696, -0.05938781705764716, -0.52876589950052122] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 102 chi2= 0.0204603296374 chi3= 0.0202478469835 chi4= 0.00022924612986 chi5= 0 nrm= 2.42294929578 der= [0.03869814483709362, -0.50767678007789441, -0.98741150284050927, -0.0033358654487765918, -0.059387810064785246, -0.52877003402158262] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 103 chi2= 0.0200793588546 chi3= 0.0202907904568 chi4= 0.000245024699645 chi5= 0 nrm= 2.42445745661 der= [0.038652079725899076, -0.50684537091326409, -0.98598331938874617, -0.0033358654546107877, -0.059387811059149004, -0.52876944602453335] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 104 chi2= 0.0184253193881 chi3= 0.020665611064 chi4= 0.000165585711305 chi5= 0 nrm= 2.43755386209 der= [0.03916197760141639, -0.50930432722684316, -0.81006772163086693, -0.0033358654790410537, -0.059387836637991881, -0.52876691985969715] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 105 chi2= 0.0164005494564 chi3= 0.0208729340592 chi4= 0.000239216918445 chi5= 0 nrm= 2.44474683108 der= [0.038753073543143585, -0.50672359020227875, -0.94750990413817315, -0.0033358654774183101, -0.059387814960574783, -0.52876714715105133] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 106 chi2= 0.0161492064925 chi3= 0.0208810426632 chi4= 0.000201191640279 chi5= 0 nrm= 2.44502742753 der= [0.03865082493999257, -0.50977299129585907, -1.0178916180188089, -0.0033358653678790349, -0.059387796283396396, -0.52877818715229619] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 107 chi2= 0.015678837686 chi3= 0.0208900766354 chi4= 0.000230391312248 chi5= 0 nrm= 2.44533998199 der= [0.038326103210508805, -0.50847070197153388, -1.0584942677160514, -0.0033358653410924294, -0.059387791837840535, -0.52878088697045844] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 108 chi2= 0.0154014263793 chi3= 0.0209034888979 chi4= 0.000214174581929 chi5= 0 nrm= 2.4458038905 der= [0.038408407378633776, -0.50935301574984349, -1.0498047670375701, -0.0033358653022235773, -0.059387793922328638, -0.5287848043799982] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 109 chi2= 0.0151176131764 chi3= 0.0209247223622 chi4= 0.000225879862549 chi5= 0 nrm= 2.44653801755 der= [0.038488774065328822, -0.50880108123284684, -1.0601390079742881, -0.0033358653308232385, -0.059387789958167798, -0.52878192196495544] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 110 chi2= 0.0149822984943 chi3= 0.02093465773 chi4= 0.000223550765149 chi5= 0 nrm= 2.44688139562 der= [0.038363099871265238, -0.50922753069065885, -1.080466468094671, -0.0033358653049142557, -0.05938778554162169, -0.52878453320590468] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 111 chi2= 0.0147652317272 chi3= 0.020955710039 chi4= 0.000222605379033 chi5= 0 nrm= 2.4476087192 der= [0.038409090270184784, -0.50910240214791569, -1.0680169701996844, -0.0033358653093430984, -0.059387787899603667, -0.52878408684131406] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 112 chi2= 0.0146731670498 chi3= 0.0209591469381 chi4= 0.000221492985296 chi5= 0 nrm= 2.44772742386 der= [0.038383117605355274, -0.50943319111652896, -1.0846365874836155, -0.0033358652957360697, -0.059387783976870084, -0.52878545823427137] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 113 chi2= 0.0145765269722 chi3= 0.0209735623196 chi4= 0.000214404898343 chi5= 0 nrm= 2.44822520071 der= [0.038367756960562195, -0.51020006887817904, -1.1008437435751215, -0.0033358652650221556, -0.059387778742113949, -0.52878855372777656] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 114 chi2= 0.0144881190928 chi3= 0.0209730334288 chi4= 0.000221282394956 chi5= 0 nrm= 2.44820694063 der= [0.038344220320089203, -0.50965655600074256, -1.0977038282078344, -0.0033358652764363408, -0.059387780686829317, -0.52878740336281138] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 115 chi2= 0.0143193904718 chi3= 0.0209883502044 chi4= 0.000225740169022 chi5= 0 nrm= 2.44873566272 der= [0.038294941993826784, -0.50938469656685104, -1.0998261055172636, -0.0033358652764003409, -0.059387780680674386, -0.52878740699167259] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 116 chi2= 0.014231480794 chi3= 0.021002493471 chi4= 0.000211441202961 chi5= 0 nrm= 2.44922370499 der= [0.038302190916310964, -0.51102790992664837, -1.1317982558814192, -0.0033358652209149486, -0.059387771222273997, -0.52879299909745281] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 117 chi2= 0.013986682462 chi3= 0.0210240727905 chi4= 0.000215128491049 chi5= 0 nrm= 2.44996802691 der= [0.03824869429929572, -0.51084147338581931, -1.1379065257481893, -0.0033358652150062632, -0.059387770214873202, -0.52879359460854169] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 118 chi2= 0.0139456921494 chi3= 0.0210251426005 chi4= 0.000217426430209 chi5= 0 nrm= 2.45000491725 der= [0.038266514855018856, -0.51055926300400845, -1.1326853625081761, -0.0033358652233544729, -0.05938777163792721, -0.52879275323332953] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 119 chi2= 0.0138096771738 chi3= 0.0210424913072 chi4= 0.000221733410464 chi5= 0 nrm= 2.45060302313 der= [0.038260269326052206, -0.51003843753135492, -1.1222043077561208, -0.0033358652417685092, -0.059387774776862315, -0.5287908973720481] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 120 chi2= 0.0136994521549 chi3= 0.0210569147174 chi4= 0.000224584220194 chi5= 0 nrm= 2.45110009019 der= [0.038363534764115262, -0.50953670094240067, -1.1033197306150866, -0.0033358652667119272, -0.059387779028953813, -0.52878838344365942] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 121 chi2= 0.0136243201777 chi3= 0.0210650479921 chi4= 0.000212689916945 chi5= 0 nrm= 2.45138030826 der= [0.038254384578905412, -0.51132664562256702, -1.1506244771705882, -0.0033358651929560296, -0.05938776645605548, -0.52879581694571876] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 122 chi2= 0.0135804892797 chi3= 0.021066319934 chi4= 0.000218231930287 chi5= 0 nrm= 2.45142412595 der= [0.0382659517441283, -0.51056823272993668, -1.1362158245138085, -0.0033358652168334543, -0.059387770526304354, -0.52879341045591011] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 123 chi2= 0.0134237269729 chi3= 0.0210881070665 chi4= 0.000216603481011 chi5= 0 nrm= 2.45217447528 der= [0.038243297819296196, -0.51082019305813664, -1.1425804635629113, -0.0033358652060659923, -0.059387768690901066, -0.5287944956550672] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 124 chi2= 0.013088820317 chi3= 0.0211594188219 chi4= 0.000200082276755 chi5= 0 nrm= 2.45462774695 der= [0.038144189601119483, -0.51421919335019239, -1.1976695566415565, -0.0033358650673628908, -0.059387753143407461, -0.52880847423215949] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 125 chi2= 0.0124067556544 chi3= 0.0212339261764 chi4= 0.000214285844899 chi5= 0 nrm= 2.45718654181 der= [0.038151115856550885, -0.51201542789115528, -1.1856941128162004, -0.0033358651517567867, -0.059387759433020097, -0.52879996918233574] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 126 chi2= 0.0121156243688 chi3= 0.0212692989002 chi4= 0.000216459160236 chi5= 0 nrm= 2.4583997703 der= [0.038042570226736447, -0.51238284589152139, -1.2080412215084884, -0.0033358651164132349, -0.059387753408000989, -0.52880353125791824] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 127 chi2= 0.0119912038615 chi3= 0.0212710779904 chi4= 0.000210878644259 chi5= 0 nrm= 2.45846076363 der= [0.038074914464588008, -0.51219248598807987, -1.1806060665542253, -0.0033358651104670265, -0.059387760789740195, -0.52880413061248699] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 128 chi2= 0.0118425272185 chi3= 0.0212803393324 chi4= 0.00021487522308 chi5= 0 nrm= 2.45877823306 der= [0.038058846474502681, -0.51207591824886955, -1.1912564675071609, -0.003335865100254993, -0.059387757082355365, -0.52880515983574483] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 129 chi2= 0.0117758804485 chi3= 0.0212980597983 chi4= 0.00019195917441 chi5= 0 nrm= 2.45938548021 der= [0.038162582425651154, -0.51354287147018796, -1.1513079846533156, -0.0033358650414791317, -0.059387767688763728, -0.52881108357216822] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 130 chi2= 0.0115715328833 chi3= 0.0213142320005 chi4= 0.000214363623346 chi5= 0 nrm= 2.45993945082 der= [0.038078384129119562, -0.5121747632674456, -1.1927242496060269, -0.0033358650950796593, -0.059387755780917949, -0.52880568143412876] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 131 chi2= 0.0115385335971 chi3= 0.0213159175718 chi4= 0.000213240994579 chi5= 0 nrm= 2.45999717711 der= [0.038094852144783045, -0.51222575076892973, -1.1902299683202948, -0.0033358650905940031, -0.059387756245464184, -0.52880613352210981] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 132 chi2= 0.0114846689307 chi3= 0.0213205894628 chi4= 0.000214590785836 chi5= 0 nrm= 2.46015716492 der= [0.038087082264544506, -0.51207043699896715, -1.1896635009049967, -0.0033358650917949032, -0.059387756614236675, -0.52880601249045689] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 133 chi2= 0.0114215668413 chi3= 0.0213317356355 chi4= 0.000213405160025 chi5= 0 nrm= 2.46053879221 der= [0.038041614349463154, -0.51272796783594732, -1.2082946758422386, -0.0033358650676519057, -0.059387751584868441, -0.52880844574639785] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 134 chi2= 0.0113378553477 chi3= 0.0213359788249 chi4= 0.000220786251197 chi5= 0 nrm= 2.46068404608 der= [0.038053230772831126, -0.51189491382810526, -1.2061332651137557, -0.0033358650953896471, -0.059387752101042642, -0.5288056501938011] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 135 chi2= 0.0107952565068 chi3= 0.0214310122364 chi4= 0.000219556230222 chi5= 0 nrm= 2.46393347651 der= [0.038036694539095139, -0.51480036985750699, -1.2784472300258507, -0.0033358649955352606, -0.059387732798724238, -0.52881571095464208] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 136 chi2= 0.0105826012512 chi3= 0.0214463697782 chi4= 0.000220800909069 chi5= 0 nrm= 2.46445791262 der= [0.037953869536274151, -0.51383178423676523, -1.2651899907323008, -0.0033358650106859299, -0.059387735385250121, -0.52881418706657923] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 137 chi2= 0.0104959533143 chi3= 0.0214529442202 chi4= 0.000221262542395 chi5= 0 nrm= 2.46468236216 der= [0.037964737543538213, -0.51399136484005947, -1.2701727218109904, -0.0033358650001750591, -0.059387733593521952, -0.52881524641031352] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 138 chi2= 0.0104506206661 chi3= 0.0214562447665 chi4= 0.000221664525744 chi5= 0 nrm= 2.46479502889 der= [0.038001363125174784, -0.51364608956355517, -1.2633557046601727, -0.0033358650077846049, -0.059387734890681741, -0.52881447948202687] exp= [0.036378669046766045, -0.51707688890062808, 0.17482286428664132, -0.0033358694767348968, -0.12459838640461558, -0.52863968391597338] 0 -95.8103530623 1.37110941167 1 -83.3133504889 1.22183433798 2 -72.4463917295 1.1036807098 3 -62.9968623735 1.01581962518 4 -54.7798803248 0.95819586819 5 -47.6346785433 0.931428741373 6 -41.4214596029 0.936625245344 7 -36.0186605242 0.975063158223 8 -31.3205743689 1.04767906435 9 -27.2352820599 1.15430472637 10 -23.6828539651 1.29258976078 11 -20.5937860566 1.4565817466 12 -17.9076400493 1.63498141234 13 -15.5718609124 1.80916251834 14 -13.5407486195 1.95116024422 15 -11.7745640169 2.02193883098 16 -10.2387513191 1.97037183947 17 -8.90326201658 1.73342822923 18 -7.74196697094 1.23805743096 19 -6.73214519212 0.405131172415 20 -5.8540392975 0.00314116136278 21 -5.09046895435 0.000257813336249 22 -4.42649474291 5.30001803727e-08 23 -3.8491258634 2.92153058953e-08 24 -3.34706596817 1.97649222608e-08 25 -2.91049214624 3.31970079708e-08 26 -2.53086273586 7.62249148958e-08 27 -2.2007502051 1.51373137501e-07 28 -1.91369583052 2.54555015905e-07 29 -1.66408333088 8.37334426609e-05 30 -1.44702898338 0.000934103003752 31 -1.2582860725 0.00109865933207 32 -1.09416180218 0.000497117536196 33 -0.951445045371 0.0379311510424 34 -0.827343517714 1e-12 35 -0.719429145838 1e-12 36 -0.625590561598 1e-12 37 -0.543991792694 1e-12 38 -0.473036341473 1e-12 39 -0.411335949107 1e-12 40 -0.357683434006 1e-12 41 -0.311029073049 1e-12 42 -0.270460063521 1e-12 43 -0.235182663931 1e-12 44 -0.204506664288 1e-12 45 0.204506664288 0.00295544200101 46 0.235182663931 1e-12 47 0.270460063521 1e-12 48 0.311029073049 1e-12 49 0.357683434006 1e-12 50 0.411335949107 1e-12 51 0.473036341473 1e-12 52 0.543991792694 1e-12 53 0.625590561598 1e-12 54 0.719429145838 1e-12 55 0.827343517714 0.000953024213451 56 0.951445045371 0.0289630897512 57 1.09416180218 0.0524059149105 58 1.2582860725 0.0349985497267 59 1.44702898338 0.00348400973112 60 1.66408333088 0.00100495382947 61 1.91369583052 1e-12 62 2.2007502051 1e-12 63 2.53086273586 1e-12 64 2.91049214624 1e-12 65 3.34706596817 1e-12 66 3.8491258634 1e-12 67 4.42649474291 1e-12 68 5.09046895435 1e-12 69 5.8540392975 0.0016180075595 70 6.73214519212 0.438161828513 71 7.74196697094 1.05974760808 72 8.90326201658 1.4539700579 73 10.2387513191 1.66353134482 74 11.7745640169 1.73273239598 75 13.5407486195 1.70332466569 76 15.5718609124 1.61176051356 77 17.9076400493 1.48779688483 78 20.5937860566 1.35421315544 79 23.6828539651 1.22732933752 80 27.2352820599 1.11799835998 81 31.3205743689 1.03279826677 82 36.0186605242 0.975218266002 83 41.4214596029 0.946715569994 84 47.6346785433 0.947579092828 85 54.7798803248 0.977589574172 86 62.9968623735 1.03649460173 87 72.4463917295 1.12433256341 88 83.3133504889 1.24164318438 89 95.8103530623 1.38960056927 -b0 0.5 # Frequency mesh parameter -nom 120 # number of matsubara points used -p0 0.1 # how fast should the low energy function fall off -b 0.9 # b parameter to determin family of basis functions -alpha4 1.0 # weight for the low energy expansion in the functional to be minimized -alpha3 0.01 # weight for the normalization in functional to be minimized -ifit 4 # number of Matsubara points used to fit the lowe energy expansion -beta 125.0 # inverse temperature -rps 1 # The lowest lorentzian is usualy at pi*T. This factor can bring it closer to zero. -Ng 60 # number of basis functions -lcut 0.18 # the lowest frequency lorentzian position -a0 0.005 # Frequency mesh start -FermiLiquid True # Low energy expansion of a Fermi liquid of Mott insulator -sig Sig.4 # input self-energy on imaginary axis -L0 20 # High energy cut-off for plotting -maxsteps 7500 # Maximum number of function evaluations in minimization routine -N0 3000 # Number of frequency points for plotting -poles [] # additional poles -vunity 0.01 # value of low-energy function at unity -wexp 1.15 # wexp^i is position where basis functions are peaked integral of sigma is 20.662849674 omstart,omend= 10.0279637503 70.3465426992 positions= [-95.810353062289835, -83.313350488947691, -72.446391729519732, -62.996862373495432, -54.779880324778638, -47.63467854328578, -41.421459602857198, -36.018660524223655, -31.320574368890135, -27.23528205990447, -23.682853965134321, -20.593786056638542, -17.907640049250908, -15.571860912392095, -13.540748619471387, -11.774564016931643, -10.238751319070994, -8.9032620165834739, -7.7419669709421512, -6.7321451921236113, -5.854039297498792, -5.0904689543467763, -4.4264947429102408, -3.8491258634002099, -3.3470659681740957, -2.9104921462383442, -2.5308627358594298, -2.2007502050951566, -1.9136958305175276, -1.6640833308848069, -1.4470289833780932, -1.2582860725026896, -1.094161802176252, -0.95144504537065411, -0.82734351771361225, -0.71942914583792372, -0.62559056159819459, -0.54399179269408227, -0.47303634147311507, -0.41133594910705668, -0.35768343400613622, -0.31102907304881411, -0.27046006352070795, -0.23518266393105039, -0.20450666428786995, 0.20450666428786995, 0.23518266393105039, 0.27046006352070795, 0.31102907304881411, 0.35768343400613622, 0.41133594910705668, 0.47303634147311507, 0.54399179269408227, 0.62559056159819459, 0.71942914583792372, 0.82734351771361225, 0.95144504537065411, 1.094161802176252, 1.2582860725026896, 1.4470289833780932, 1.6640833308848069, 1.9136958305175276, 2.2007502050951566, 2.5308627358594298, 2.9104921462383442, 3.3470659681740957, 3.8491258634002099, 4.4264947429102408, 5.0904689543467763, 5.854039297498792, 6.7321451921236113, 7.7419669709421512, 8.9032620165834739, 10.238751319070994, 11.774564016931643, 13.540748619471387, 15.571860912392095, 17.907640049250908, 20.593786056638542, 23.682853965134321, 27.23528205990447, 31.320574368890135, 36.018660524223655, 41.421459602857198, 47.63467854328578, 54.779880324778638, 62.996862373495432, 72.446391729519732, 83.313350488947691, 95.810353062289835] Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 202 Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 210 estimated derivatives (real): [ 0.03173817 0.12108732 -0.15889837] estimated derivatives (imag): [-0.00295031 -0.51408838 0.52337214] [0.031738166113120442, 0.12108732273043961, -0.15889837089148037, -0.0029503077179105532, -0.51408838114193822, 0.5233721400262521] Expecting real-axis derivatives (real): [0.031738166113120442, -0.51408838114193822, 0.15889837089148037] Expecting real-axis derivatives (imag): [-0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] INTEGRAL of A0 IS: 0.982090744538 der0= [-1.1137885398162435, -4.9154674227312078, 12.410281511120973, -0.19719342192416323, -3.7143178368534877, -34.980656075347824] derx[-95.8103530623]= [0.0085228555824921007, -0.00010898035334758608, 4.1764185269136369e-06, 8.2669661697694e-54, -1.5635134996242773e-51, -7.1077840209561947e-49] derx[-83.3133504889]= [0.0098012839198658944, -0.00014412651732401255, 6.3518142201911857e-06, 2.7397595950822314e-52, -5.1779594957150307e-50, -2.3585210510820992e-47] derx[-72.4463917295]= [0.011271476507845761, -0.00019060731914154167, 9.6603185606492432e-06, 8.6500601633895075e-51, -1.633599528899339e-48, -7.455946102486875e-46] derx[-62.9968623735]= [0.012962197984022587, -0.00025207817959376107, 1.4692141184477393e-05, 2.6017332473480648e-49, -4.9097407264963796e-47, -2.2455390941975289e-44] derx[-54.7798803248]= [0.014906527681626053, -0.00033337339247312782, 2.2344905288690157e-05, 7.4548652197806343e-48, -1.4057024233606163e-45, -6.4430367540670856e-43] derx[-47.6346785433]= [0.01714250683386976, -0.00044088631154667564, 3.3983827283296497e-05, 2.0349158731574764e-46, -3.8339439046593243e-44, -1.7612048391453252e-41] derx[-41.4214596029]= [0.019713882858950281, -0.00058307214703549458, 5.1685149117250331e-05, 5.2915001032886517e-45, -9.961186177166039e-43, -4.5864368299763937e-40] derx[-36.0186605242]= [0.022670965287792638, -0.00077111291448596396, 7.8606668338406617e-05, 1.3107887073703961e-43, -2.465383405427074e-41, -1.1378476523234552e-38] derx[-31.3205743689]= [0.026071610080961479, -0.0010197968293365702, 0.00011955092339302555, 3.0931696029214755e-42, -5.8124721513155538e-40, -2.689259396042291e-37] derx[-27.2352820599]= [0.029982351593105135, -0.001348681306867305, 0.0001818220627648071, 6.9532417388986423e-41, -1.3053738720564068e-38, -6.0550496243572037e-36] derx[-23.6828539651]= [0.034479704332070156, -0.0017836310282832058, 0.00027652869625176464, 1.4889448634962081e-39, -2.792549355648727e-37, -1.2987798529448557e-34] derx[-20.5937860566]= [0.039651659981879125, -0.0023588520350101162, 0.00042056571905304966, 3.0371935237137141e-38, -5.6905294146369864e-36, -2.6538868994763323e-33] derx[-17.9076400493]= [0.0455994089791582, -0.0031195818162140111, 0.00063962814281273944, 5.901514173763703e-37, -1.1045463898456212e-34, -5.1659990472976226e-32] derx[-15.5718609124]= [0.052439320326025343, -0.0041256469519293359, 0.00097279504760800644, 1.0923098466957013e-35, -2.0421513687837769e-33, -9.5795935062685208e-31] derx[-13.5407486195]= [0.06030521837491655, -0.0054561680939181675, 0.0014795008012918546, 1.925810606176196e-34, -3.5963120225303188e-32, -1.6922178430836346e-29] derx[-11.7745640169]= [0.069351001131128576, -0.007215782304231361, 0.0022501380683330806, 3.2341502547716464e-33, -6.0323230358786469e-31, -2.8475885134391034e-28] derx[-10.2387513191]= [0.079753651300747033, -0.0095428720973941041, 0.0034221833041864647, 5.1734335065777587e-32, -9.6374343171602032e-30, -4.5646244855959372e-27] derx[-8.90326201658]= [0.091716698995755103, -0.012620448348551019, 0.0052047223680670648, 7.8824704211905626e-31, -1.4664902125262712e-28, -6.970028471141622e-26] derx[-7.74196697094]= [0.10547420384491106, -0.016690542940761249, 0.0079157507125258795, 1.1439390965856831e-29, -2.1253403705531809e-27, -1.0138185632233187e-24] derx[-6.73214519212]= [0.12129533442123068, -0.022073243038726875, 0.012038904750841208, 1.581220017574481e-28, -2.9335901623534707e-26, -1.4046764933421827e-23] derx[-5.8540392975]= [0.13948963458357522, -0.029191863918240489, 0.018309744560900752, 2.0817174104165374e-27, -3.8563935464899037e-25, -1.8538587219749329e-22] derx[-5.09046895435]= [0.1604130797694242, -0.038606240029510727, 0.027846983988248267, 2.6102490142661983e-26, -4.8279500301965724e-24, -2.3305299183680028e-21] derx[-4.42649474291]= [0.18447504173143997, -0.05105675243435194, 0.042352086311801866, 3.1171864011304797e-25, -5.7561406471883655e-23, -2.790638245118459e-20] derx[-3.8491258634]= [0.2121462979843243, -0.067522555083116956, 0.064412841506271301, 3.5453043830932318e-24, -6.5354274324212872e-22, -3.1828477187619899e-19] derx[-3.34706596817]= [0.24396824266822886, -0.089298579071888207, 0.097965112021562287, 3.8401012450509089e-23, -7.066043107163671e-21, -3.4576721772557592e-18] derx[-2.91049214624]= [0.28056347904081713, -0.11809737076305007, 0.14899516725777157, 3.961118378240738e-22, -7.2748295085993223e-20, -3.5776600363883824e-17] derx[-2.53086273586]= [0.32264800084132278, -0.15618377269780609, 0.22660800905196618, 3.8910393537388945e-21, -7.1317628690613516e-19, -3.525759861377681e-16] derx[-2.2007502051]= [0.37104520085563819, -0.20655303907439265, 0.34465248200314719, 3.6397510855441909e-20, -6.6570277755589062e-18, -3.3092935274175312e-15] derx[-1.91369583052]= [0.42670198075888122, -0.2731663934406024, 0.52419351577690543, 3.2420554938830689e-19, -5.9163453326115752e-17, -2.9582616378432449e-14] derx[-1.66408333088]= [0.49070727741979459, -0.36126255362329707, 0.79727340075704434, 2.7497616481154147e-18, -5.006045873702775e-16, -2.5185217482482373e-13] derx[-1.44702898338]= [0.56431336812134592, -0.47776972322575734, 1.2126348580980251, 2.2206351464212222e-17, -4.0325595242601316e-15, -2.0419775416789245e-12] derx[-1.2582860725]= [0.64896037150520114, -0.63185044983494754, 1.8444304200167501, 1.7074461625528132e-16, -3.0923285628796021e-14, -1.5766662396033966e-11] derx[-1.09416180218]= [0.74630442353838566, -0.83562219874628996, 2.8054790155498681, 1.2499216051287467e-15, -2.2572571432048896e-13, -1.1593073118119489e-10] derx[-0.951445045371]= [0.85825007963375521, -1.1051103087730014, 4.2674491924493339, 8.7108542408061598e-15, -1.5683239310636961e-12, -8.1173216596169225e-10] derx[-0.827343517714]= [0.98698757660146441, -1.4615082694612105, 6.491598917872107, 5.7790295698967254e-14, -1.0370872292827202e-11, -5.4121085168215654e-09] derx[-0.719429145838]= [1.1350356829073567, -1.9328444217070395, 9.8756153012471621, 3.6495278136103326e-13, -6.5265134797000069e-11, -3.4359169562651344e-08] derx[-0.625590561598]= [1.3052909744711956, -2.5561861317248615, 15.025031051025511, 2.1936860769540444e-12, -3.9083270641575652e-10, -2.0769337053342982e-07] derx[-0.543991792694]= [1.5010844977696234, -3.3805547223618464, 22.862204156719432, 1.2549701785573352e-11, -2.2268782150268045e-09, -1.1953254508159464e-06] derx[-0.473036341473]= [1.7262469241038028, -4.4707802587624936, 34.792805941333192, 6.8324220908640528e-11, -1.2071027193089189e-08, -6.5495453439237542e-06] derx[-0.411335949107]= [1.9851834599654929, -5.9125989968736077, 52.960554957477328, 3.5396075130050982e-10, -6.2240568287936372e-08, -3.4164369850638078e-05] derx[-0.357683434006]= [2.2829599587205482, -7.8193935378330712, 80.637790980233973, 1.7447222358117852e-09, -3.0522185469645164e-07, -0.00016964709467006216] derx[-0.311029073049]= [2.6254018755533113, -10.341103713617086, 122.82606919721783, 8.1815177397770628e-09, -1.4232852750050958e-06, -0.00080186453406200003] derx[-0.270460063521]= [3.0192079109335341, -13.676004006656266, 187.18343862424052, 3.6493576931613925e-08, -6.3097538322614523e-06, -0.0036074883999633002] derx[-0.235182663931]= [3.4720803721839926, -18.086261717587981, 285.46411069451585, 1.5481186350097081e-07, -2.6587215764889555e-05, -0.015446232737521956] derx[-0.204506664288]= [3.9928743892566603, -23.918471220982084, 435.77066704353092, 6.2447877842537021e-07, -0.00010645156417874828, -0.062938191882866451] derx[0.204506664288]= [-3.9928743892566567, -23.91847122098018, -435.77066704374766, 6.2447877842536883e-07, 0.00010645156417874802, -0.062938191882866326] derx[0.235182663931]= [-3.4720803721840268, -18.086261717589622, -285.46411069183932, 1.5481186350097068e-07, 2.6587215764889538e-05, -0.01544623273752195] derx[0.270460063521]= [-3.0192079109335386, -13.676004006654662, -187.1834386238836, 3.6493576931613825e-08, 6.3097538322614312e-06, -0.0036074883999632915] derx[0.311029073049]= [-2.6254018755532895, -10.341103713621196, -122.82606919893854, 8.1815177397770363e-09, 1.4232852750050903e-06, -0.00080186453406199786] derx[0.357683434006]= [-2.2829599587205633, -7.8193935378310906, -80.6377909789977, 1.7447222358117813e-09, 3.0522185469645096e-07, -0.00016964709467006181] derx[0.411335949107]= [-1.9851834599654814, -5.9125989968711501, -52.960554958369542, 3.539607513005093e-10, 6.224056828793628e-08, -3.4164369850638038e-05] derx[0.473036341473]= [-1.7262469241038088, -4.4707802587614545, -34.792805940874302, 6.8324220908640541e-11, 1.2071027193089192e-08, -6.5495453439237508e-06] derx[0.543991792694]= [-1.5010844977696363, -3.3805547223631054, -22.862204155750725, 1.2549701785573334e-11, 2.226878215026802e-09, -1.1953254508159452e-06] derx[0.625590561598]= [-1.3052909744711927, -2.556186131726558, -15.025031051267689, 2.1936860769540424e-12, 3.9083270641575616e-10, -2.0769337053342966e-07] derx[0.719429145838]= [-1.1350356829073633, -1.9328444217077245, -9.8756153007245828, 3.649527813610325e-13, 6.5265134796999926e-11, -3.4359169562651285e-08] derx[0.827343517714]= [-0.9869875766014663, -1.4615082694603609, -6.491598917722353, 5.7790295698967217e-14, 1.03708722928272e-11, -5.4121085168215596e-09] derx[0.951445045371]= [-0.85825007963375799, -1.1051103087735705, -4.2674491922103499, 8.710854240806144e-15, 1.5683239310636929e-12, -8.1173216596169091e-10] derx[1.09416180218]= [-0.74630442353838777, -0.83562219874748678, -2.8054790154000937, 1.249921605128746e-15, 2.2572571432048886e-13, -1.1593073118119485e-10] derx[1.2582860725]= [-0.64896037150520147, -0.63185044983476568, -1.844430419997626, 1.7074461625528137e-16, 3.0923285628796046e-14, -1.5766662396033966e-11] derx[1.44702898338]= [-0.56431336812134392, -0.47776972322449252, -1.2126348582700965, 2.2206351464212179e-17, 4.0325595242601237e-15, -2.0419775416789204e-12] derx[1.66408333088]= [-0.49070727741979392, -0.36126255362375692, -0.79727340081439957, 2.7497616481154089e-18, 5.0060458737027661e-16, -2.5185217482482333e-13] derx[1.91369583052]= [-0.42670198075887911, -0.27316639344028765, -0.52419351594419028, 3.2420554938830674e-19, 5.9163453326115728e-17, -2.9582616378432443e-14] derx[2.2007502051]= [-0.37104520085563675, -0.20655303907488132, -0.34465248211626864, 3.6397510855441897e-20, 6.6570277755589077e-18, -3.3092935274175293e-15] derx[2.53086273586]= [-0.32264800084132444, -0.15618377269780753, -0.22660800892450728, 3.8910393537388952e-21, 7.1317628690613506e-19, -3.525759861377681e-16] derx[2.91049214624]= [-0.28056347904081708, -0.11809737076298842, -0.14899516725936476, 3.9611183782407366e-22, 7.2748295085993199e-20, -3.5776600363883824e-17] derx[3.34706596817]= [-0.24396824266822814, -0.089298579072039183, -0.097965112076528443, 3.8401012450509065e-23, 7.0660431071636635e-21, -3.4576721772557588e-18] derx[3.8491258634]= [-0.21214629798432325, -0.067522555083012109, -0.064412841587525971, 3.5453043830932267e-24, 6.5354274324212787e-22, -3.1828477187619855e-19] derx[4.42649474291]= [-0.18447504173143989, -0.051056752433961267, -0.042352086317378079, 3.1171864011304747e-25, 5.756140647188355e-23, -2.7906382451184548e-20] derx[5.09046895435]= [-0.16041307976942246, -0.038606240029585813, -0.027846984126064372, 2.6102490142662001e-26, 4.8279500301965798e-24, -2.3305299183680051e-21] derx[5.8540392975]= [-0.13948963458357569, -0.029191863918355685, -0.018309744525849277, 2.0817174104165353e-27, 3.8563935464898982e-25, -1.853858721974931e-22] derx[6.73214519212]= [-0.12129533442123012, -0.022073243038910506, -0.01203890479425768, 1.5812200175744812e-28, 2.9335901623534718e-26, -1.4046764933421824e-23] derx[7.74196697094]= [-0.10547420384491163, -0.016690542940869576, -0.0079157506679151876, 1.1439390965856811e-29, 2.1253403705531773e-27, -1.0138185632233169e-24] derx[8.90326201658]= [-0.091716698995754992, -0.01262044834866034, -0.0052047223756351169, 7.882470421190553e-31, 1.4664902125262692e-28, -6.970028471141614e-26] derx[10.2387513191]= [-0.07975365130074677, -0.0095428720973087817, -0.0034221833229072761, 5.1734335065777543e-32, 9.6374343171601948e-30, -4.5646244855959336e-27] derx[11.7745640169]= [-0.069351001131128548, -0.007215782304166217, -0.0022501380699262831, 3.2341502547716402e-33, 6.0323230358786364e-31, -2.847588513439098e-28] derx[13.5407486195]= [-0.06030521837491612, -0.0054561680939067955, -0.0014795008351484304, 1.925810606176194e-34, 3.5963120225303166e-32, -1.6922178430836318e-29] derx[15.5718609124]= [-0.052439320326025433, -0.0041256469519438841, -0.00097279504023918919, 1.0923098466956999e-35, 2.0421513687837735e-33, -9.5795935062685068e-31] derx[17.9076400493]= [-0.045599408979157964, -0.0031195818161513251, -0.00063962816133427227, 5.901514173763693e-37, 1.1045463898456194e-34, -5.1659990472976116e-32] derx[20.5937860566]= [-0.039651659981879507, -0.0023588520349896525, -0.0004205656889805006, 3.037193523713711e-38, 5.6905294146369803e-36, -2.6538868994763278e-33] derx[23.6828539651]= [-0.034479704332070295, -0.0017836310283373077, -0.0002765286843023837, 1.4889448634962078e-39, 2.7925493556487249e-37, -1.2987798529448557e-34] derx[27.2352820599]= [-0.029982351593105479, -0.0013486813068621919, -0.0001818220356795552, 6.9532417388986321e-41, 1.3053738720564037e-38, -6.0550496243571957e-36] derx[31.3205743689]= [-0.02607161008096159, -0.0010197968293845733, -0.00011955091512805332, 3.0931696029214736e-42, 5.8124721513155538e-40, -2.6892593960422906e-37] derx[36.0186605242]= [-0.022670965287792652, -0.00077111291445544259, -7.8606667342612403e-05, 1.3107887073703943e-43, 2.465383405427072e-41, -1.1378476523234532e-38] derx[41.4214596029]= [-0.019713882858950364, -0.00058307214707319077, -5.1685142146787062e-05, 5.2915001032886449e-45, 9.9611861771660263e-43, -4.586436829976388e-40] derx[47.6346785433]= [-0.017142506833869708, -0.00044088631156081115, -3.3983831565150672e-05, 2.0349158731574737e-46, 3.8339439046593193e-44, -1.7612048391453232e-41] derx[54.7798803248]= [-0.01490652768162601, -0.00033337339248709402, -2.2344908823709362e-05, 7.4548652197806185e-48, 1.4057024233606129e-45, -6.4430367540670737e-43] derx[62.9968623735]= [-0.012962197984022625, -0.00025207817957927716, -1.4692138495862959e-05, 2.6017332473480618e-49, 4.9097407264963737e-47, -2.2455390941975269e-44] derx[72.4463917295]= [-0.011271476507845728, -0.0001906073191512558, -9.6603211994654175e-06, 8.6500601633895075e-51, 1.633599528899339e-48, -7.455946102486875e-46] derx[83.3133504889]= [-0.0098012839198659274, -0.00014412651731666106, -6.3518115315820932e-06, 2.7397595950822265e-52, 5.1779594957150203e-50, -2.3585210510820943e-47] derx[95.8103530623]= [-0.0085228555824920608, -0.00010898035338146838, -4.1764217134118179e-06, 8.2669661697693895e-54, 1.5635134996242749e-51, -7.1077840209561871e-49] 0 chi2= 1295.0902814 chi3= 1.97215226305e-33 chi4= 0.378913558499 chi5= 0 nrm= 1.0 der= [-0.016663924726871081, -1.1277416180292019, 0.18567617600863248, -0.0029503004021268729, -0.055571691243305583, -0.52386387902744203] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 1 chi2= 73.0301458511 chi3= 0.000583759007269 chi4= 0.000530372925908 chi5= 0 nrm= 1.24161105258 der= [0.042379321158795183, -0.53448179776294569, 0.068450932132174125, -0.0029503053964987686, -0.055571691243305549, -0.52336237885203074] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 2 chi2= 14.3298095382 chi3= 0.00201239795144 chi4= 0.0110085240337 chi5= 0 nrm= 1.44859758709 der= [0.059127210696430274, -0.41280692229072025, 0.15553140213258415, -0.0029503053964987686, -0.055571691243305583, -0.52336237885201375] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 3 chi2= 6.69497441028 chi3= 0.00381503268869 chi4= 0.000679002297438 chi5= 0 nrm= 1.61765950885 der= [0.047898648162587168, -0.51582878144976885, -1.8767412874671143, -0.0029503027556153586, -0.055571240986123892, -0.52362847732444906] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 4 chi2= 5.03744706757 chi3= 0.00389181187567 chi4= 0.00116800005454 chi5= 0 nrm= 1.62384388076 der= [0.037048687735754593, -0.53427015696099667, -2.546771761384008, -0.0029503015212099565, -0.05557103064350627, -0.52375295044434178] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 5 chi2= 3.91229948334 chi3= 0.0043572113936 chi4= 0.00442418501234 chi5= 0 nrm= 1.66009176586 der= [0.034634047079246916, -0.57061647517434944, -3.3338715987770593, -0.0029503004501571241, -0.055570848008235203, -0.52386085017115658] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 6 chi2= 1.70401049953 chi3= 0.0063937346275 chi4= 0.000429527854367 chi5= 0 nrm= 1.79960831833 der= [0.029728667683664389, -0.52388190381993027, -1.6553437679333369, -0.0029503052395469412, -0.055571664102567725, -0.52337789102349097] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 7 chi2= 1.51554379955 chi3= 0.00660175942344 chi4= 0.000945355448939 chi5= 0 nrm= 1.81251211828 der= [0.027845693627841901, -0.53708540555935858, -1.8433796936806892, -0.0029503051404564007, -0.055571673948930762, -0.52338777648400281] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 8 chi2= 1.44167001908 chi3= 0.00680231547148 chi4= 0.00093521206875 chi5= 0 nrm= 1.82476150925 der= [0.027510647027482703, -0.53588889910562476, -1.9426447226222996, -0.002950305198442929, -0.055571656908122005, -0.52338188480870529] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 9 chi2= 0.647759249345 chi3= 0.0092193511744 chi4= 0.000781853186272 chi5= 0 nrm= 1.96017452447 der= [0.032524707210108389, -0.54150819160978436, -0.37924012517032724, -0.0029503040612938445, -0.055571856407550399, -0.52349682546713183] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 10 chi2= 0.600193579491 chi3= 0.009313251896 chi4= 0.00058200664476 chi5= 0 nrm= 1.96505191031 der= [0.030781198878509615, -0.53716986173303494, -0.53324961598913123, -0.0029503046750296988, -0.055571811121404177, -0.52343491888648708] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 11 chi2= 0.569409478355 chi3= 0.00935720240683 chi4= 0.000697926938437 chi5= 0 nrm= 1.96732633619 der= [0.033057643206200804, -0.54029713498622889, -0.13872407763002043, -0.0029503041607607475, -0.055571899744678986, -0.52348685253412386] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 12 chi2= 0.539859377801 chi3= 0.00944997507152 chi4= 0.00044887097383 chi5= 0 nrm= 1.97210982258 der= [0.033159427648432306, -0.53514075007066808, -0.020531938148189738, -0.0029503040755375735, -0.055571914954693935, -0.52349549163634623] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 13 chi2= 0.50083802884 chi3= 0.00963695225381 chi4= 0.000746832786833 chi5= 0 nrm= 1.98167979779 der= [0.032678664853436776, -0.54122882602975853, -0.13968615217160557, -0.002950304210789477, -0.055571881688426493, -0.52348170326009591] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 14 chi2= 0.489475623455 chi3= 0.00968769384019 chi4= 0.000304959473367 chi5= 0 nrm= 1.98426083129 der= [0.033143954327502563, -0.53116442394165031, -0.17220231135234859, -0.0029503049818435287, -0.055571760668347986, -0.52340373758021719] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 15 chi2= 0.41277739505 chi3= 0.01024078154 chi4= 0.000608628773654 chi5= 0 nrm= 2.01196746687 der= [0.032191504011271868, -0.53817900651942097, -0.36679924368594374, -0.0029503050669346569, -0.055571746329427046, -0.52339529510381566] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 16 chi2= 0.402858694276 chi3= 0.0102388164076 chi4= 0.000227543703391 chi5= 0 nrm= 2.01187036756 der= [0.033019953735381406, -0.52830524574191207, -0.32434334153397126, -0.0029503052896460826, -0.055571708922655512, -0.52337292892522647] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 17 chi2= 0.392122424965 chi3= 0.0103019062253 chi4= 0.000259568656507 chi5= 0 nrm= 2.01498306514 der= [0.032934727921945316, -0.52947243173733449, -0.29978075535360782, -0.0029503052782587857, -0.055571711027591217, -0.52337405888972277] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 18 chi2= 0.384862967312 chi3= 0.0103986055468 chi4= 0.000177600228523 chi5= 0 nrm= 2.01973553173 der= [0.034116450826266902, -0.52686460245277678, -0.12890243101370297, -0.0029503051137145736, -0.055571738983926477, -0.52339059868723914] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 19 chi2= 0.358858008519 chi3= 0.0107144557348 chi4= 0.000238194482227 chi5= 0 nrm= 2.03510655175 der= [0.034006876322114923, -0.52932782745059126, 0.09745866092940636, -0.0029503047169517488, -0.055571806733442461, -0.52343048311759077] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 20 chi2= 0.345782971435 chi3= 0.0107303190642 chi4= 8.69479555032e-05 chi5= 0 nrm= 2.03587253387 der= [0.034787549016658204, -0.52280625475867559, 0.048504991554798538, -0.0029503051097313792, -0.055571740004625232, -0.52339092396626508] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 21 chi2= 0.329174688449 chi3= 0.0108645286235 chi4= 0.000254769886793 chi5= 0 nrm= 2.04233049574 der= [0.034255270066773119, -0.52975867793572684, 0.0024808603369443349, -0.0029503050644177301, -0.055571747550121051, -0.52339544544185368] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 22 chi2= 0.313705618521 chi3= 0.0109792194941 chi4= 0.000132797349545 chi5= 0 nrm= 2.0478177081 der= [0.033988595599110188, -0.52498237321227825, -0.13477872888965897, -0.0029503052865405104, -0.05557170996038905, -0.52337323642214106] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 23 chi2= 0.309674729289 chi3= 0.0110054968546 chi4= 5.69956020913e-05 chi5= 0 nrm= 2.0490708677 der= [0.034025522737409129, -0.52047259280782021, -0.16631253830246195, -0.0029503053185845163, -0.055571704472628276, -0.52337006369266159] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 24 chi2= 0.29835282662 chi3= 0.0111725330683 chi4= 0.000118273354632 chi5= 0 nrm= 2.05700203729 der= [0.034145047946931531, -0.52449432044242017, -0.035201406931979984, -0.0029503052019077963, -0.05557172456486479, -0.52338169451857963] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 25 chi2= 0.285584564226 chi3= 0.0112545820156 chi4= 9.63049595188e-05 chi5= 0 nrm= 2.06087614808 der= [0.034135482764020716, -0.52331732366117523, -0.06370492746861417, -0.0029503052760263206, -0.055571711902130089, -0.52337428172702116] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 26 chi2= 0.276927556894 chi3= 0.0113522100916 chi4= 6.77832164364e-05 chi5= 0 nrm= 2.06546750732 der= [0.034053503558442007, -0.52151507366436789, -0.10258657668767973, -0.0029503051893649298, -0.05557172649668244, -0.52338308467238015] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 27 chi2= 0.269250917478 chi3= 0.0114299484954 chi4= 4.62166855054e-05 chi5= 0 nrm= 2.06910937211 der= [0.033822241451438639, -0.51941711831431814, -0.20233072428996568, -0.0029503053579246, -0.055571697636340782, -0.52336615752781523] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 28 chi2= 0.204458300877 chi3= 0.012559368271 chi4= 0.000176236599578 chi5= 0 nrm= 2.12068587352 der= [0.033263942763521695, -0.52552120344737641, -0.49508901085805657, -0.0029503053694879956, -0.05557169337042326, -0.52336501535354762] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 29 chi2= 0.191167528497 chi3= 0.0125579196491 chi4= 3.99411088073e-05 chi5= 0 nrm= 2.12062124061 der= [0.034281405785054217, -0.51290800246698809, -0.40368955247676064, -0.0029503053866290116, -0.055571690822424864, -0.52336334392912243] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 30 chi2= 0.184123826421 chi3= 0.0125913401541 chi4= 9.09370334935e-05 chi5= 0 nrm= 2.12211140953 der= [0.034402896654385805, -0.50645680231100187, -0.34275907521128635, -0.0029503053598274468, -0.055571686702155627, -0.52336603997595266] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 31 chi2= 0.18041091254 chi3= 0.0125967842345 chi4= 3.77572974808e-05 chi5= 0 nrm= 2.12235396531 der= [0.034596635822085255, -0.51048305805101557, -0.24308252456537616, -0.0029503053855389756, -0.05557169291421056, -0.52336344784075062] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 32 chi2= 0.176992899014 chi3= 0.012641332807 chi4= 4.93484462953e-05 chi5= 0 nrm= 2.12433681817 der= [0.034110197046620577, -0.50921316890878243, -0.28297255407145921, -0.0029503053906484015, -0.055571692050585944, -0.52336294655041626] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 33 chi2= 0.173163988141 chi3= 0.0127351397061 chi4= 2.91594251309e-05 chi5= 0 nrm= 2.12850076234 der= [0.035704891565457308, -0.51754276443551839, 0.055819723077332933, -0.0029503053152630065, -0.055571705211824009, -0.52337039511531047] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 34 chi2= 0.169576071697 chi3= 0.0127328083931 chi4= 4.64187972234e-05 chi5= 0 nrm= 2.12839746513 der= [0.034988885531338748, -0.50894607529722014, -0.14075278132133462, -0.0029503053871958915, -0.055571692786578301, -0.52336328247236408] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 35 chi2= 0.165464037061 chi3= 0.0128286572369 chi4= 3.19411992207e-05 chi5= 0 nrm= 2.13263662473 der= [0.035377082440006299, -0.51113336232652773, -0.14994011764694171, -0.0029503053842421995, -0.055571692564477755, -0.52336357064769035] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 36 chi2= 0.163244390413 chi3= 0.0128435964186 chi4= 6.70881754998e-05 chi5= 0 nrm= 2.13329591981 der= [0.034613531018218506, -0.50738960911564945, -0.20876554781243073, -0.0029503053894105449, -0.055571692362964976, -0.52336306721635428] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 37 chi2= 0.156784578703 chi3= 0.0129904935437 chi4= 5.77711661008e-05 chi5= 0 nrm= 2.13975846317 der= [0.034694873351058614, -0.50811269261694636, -0.20014153412597424, -0.0029503053529662173, -0.055571697132009719, -0.52336669693821825] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 38 chi2= 0.153177261201 chi3= 0.0130199676496 chi4= 8.01619441707e-05 chi5= 0 nrm= 2.14105072848 der= [0.035011366987124017, -0.50643529577248469, -0.16435315271768719, -0.0029503053875114833, -0.05557169272356962, -0.52336325482827328] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 39 chi2= 0.147220740962 chi3= 0.0131596180688 chi4= 0.000121194960929 chi5= 0 nrm= 2.14715378519 der= [0.035463712276711558, -0.50418377600839981, -0.13749383637844803, -0.0029503053789947178, -0.055571690911764768, -0.5233641121883309] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 40 chi2= 0.144111775674 chi3= 0.0131968370299 chi4= 0.000107387325035 chi5= 0 nrm= 2.14877487046 der= [0.035274851559386637, -0.50488520464518083, -0.15337544598322167, -0.0029503053884481147, -0.055571692517784238, -0.52336316173261233] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 41 chi2= 0.140809972387 chi3= 0.0132459256817 chi4= 0.000114352701532 chi5= 0 nrm= 2.15090945264 der= [0.035114051277634853, -0.50451171547607687, -0.16995335586671245, -0.0029503053907473926, -0.055571692176215333, -0.52336293688437341] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 42 chi2= 0.138788651926 chi3= 0.0132850766454 chi4= 8.35251504954e-05 chi5= 0 nrm= 2.15260906839 der= [0.035173432135472346, -0.50621393888381372, -0.1458642775502626, -0.0029503053878719336, -0.055571692685622572, -0.52336321909897676] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 43 chi2= 0.135484484124 chi3= 0.0133550213358 chi4= 0.000111637419067 chi5= 0 nrm= 2.15563927485 der= [0.035029774741400371, -0.5046545293473963, -0.17838403640061756, -0.0029503053924848101, -0.055571691891014553, -0.52336276716274821] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 44 chi2= 0.133994430727 chi3= 0.0133752594013 chi4= 0.000103264656514 chi5= 0 nrm= 2.15651456546 der= [0.034902452018162507, -0.50507649468184235, -0.18181593548175423, -0.0029503053931464892, -0.055571691777518396, -0.52336270255370465] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 45 chi2= 0.130204898916 chi3= 0.0134451673748 chi4= 0.000113505703177 chi5= 0 nrm= 2.15953298249 der= [0.035392564367325435, -0.50464086058226476, -0.16461672996916932, -0.0029503053921876494, -0.055571691495431355, -0.52336279638769978] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 46 chi2= 0.129091481763 chi3= 0.0134622319669 chi4= 0.000135238125436 chi5= 0 nrm= 2.16026858817 der= [0.035268585089112674, -0.503483947122493, -0.15560149584037941, -0.002950305393631046, -0.055571691707270408, -0.52336265544035887] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 47 chi2= 0.127249685728 chi3= 0.0135107549033 chi4= 0.000154516585129 chi5= 0 nrm= 2.16235772907 der= [0.035274389644790911, -0.50261593928656356, -0.15678432325071295, -0.002950305393659378, -0.055571691703921212, -0.52336265278016059] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 48 chi2= 0.109294428623 chi3= 0.0139855059476 chi4= 0.000214135666701 chi5= 0 nrm= 2.18260331251 der= [0.035380264594119207, -0.50032168544937794, -0.17155049448858722, -0.0029503053942473182, -0.055571691604001418, -0.52336259593523893] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 49 chi2= 0.106136489554 chi3= 0.0140333878531 chi4= 0.000242888215575 chi5= 0 nrm= 2.18462601073 der= [0.035238265574396022, -0.49934065685175461, -0.19765341763224731, -0.002950305391328718, -0.055571691106818026, -0.52336289072180764] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 50 chi2= 0.103841554311 chi3= 0.0140658821647 chi4= 0.00022843823355 chi5= 0 nrm= 2.18599671857 der= [0.03535264600025409, -0.4998207174050926, -0.17841914106501899, -0.0029503053941361585, -0.055571691623228864, -0.52336260718765093] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 51 chi2= 0.103078171891 chi3= 0.0140756340941 chi4= 0.000235472761036 chi5= 0 nrm= 2.18640777535 der= [0.035350756183014406, -0.49959204006955527, -0.18532277508147454, -0.0029503053948574864, -0.055571691498093878, -0.52336253688198808] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 52 chi2= 0.101187723059 chi3= 0.0141195618006 chi4= 0.000247887667699 chi5= 0 nrm= 2.18825762361 der= [0.035125972549186063, -0.4991432239449356, -0.1963970245735438, -0.002950305395119669, -0.055571691452849813, -0.52336251150769841] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 53 chi2= 0.100101866433 chi3= 0.0141431288577 chi4= 0.000245740865136 chi5= 0 nrm= 2.18924887462 der= [0.03546261206855103, -0.49925789755648919, -0.18017233382673065, -0.0029503053950092678, -0.0555716914708392, -0.52336252226761459] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 54 chi2= 0.0993665697902 chi3= 0.0141593371217 chi4= 0.000246068278805 chi5= 0 nrm= 2.18993012911 der= [0.035257830116887101, -0.4992181827801091, -0.1893574974295697, -0.0029503053952912744, -0.055571691421760633, -0.52336249485547603] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 55 chi2= 0.0987518885621 chi3= 0.0141715432219 chi4= 0.000259878443781 chi5= 0 nrm= 2.19044291009 der= [0.035317370380045128, -0.49877659950941428, -0.19021270069305629, -0.0029503053954287491, -0.055571691399969071, -0.52336248156423992] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 56 chi2= 0.0966821985664 chi3= 0.0142388048668 chi4= 0.000255075934973 chi5= 0 nrm= 2.19326463397 der= [0.035199265754391557, -0.49896770960878473, -0.21570524398598268, -0.0029503053957518235, -0.055571691342071752, -0.52336245033644457] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 57 chi2= 0.0956982794762 chi3= 0.0142702257105 chi4= 0.000293411250866 chi5= 0 nrm= 2.19458050003 der= [0.035054159498928351, -0.49772280328952917, -0.21732058774149138, -0.0029503053957447372, -0.055571691344211568, -0.52336245106758061] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 58 chi2= 0.0950460093625 chi3= 0.0142785870476 chi4= 0.000287020616281 chi5= 0 nrm= 2.19493041838 der= [0.035229702118159546, -0.49793221522496628, -0.20687294653393257, -0.0029503053957575429, -0.055571691343274478, -0.52336244979370561] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 59 chi2= 0.0913853416871 chi3= 0.0144116089906 chi4= 0.000284186637653 chi5= 0 nrm= 2.20048361049 der= [0.036016906205731475, -0.49811003028696871, -0.15956818973394099, -0.0029503053956501661, -0.055571691351593067, -0.52336246011500764] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 60 chi2= 0.0901407786143 chi3= 0.0144374322737 chi4= 0.000258463864378 chi5= 0 nrm= 2.2015586658 der= [0.035234651001503942, -0.49902779177166451, -0.27685242436117879, -0.0029503052746820539, -0.055571670691581469, -0.523374651646489] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 61 chi2= 0.086677015344 chi3= 0.0145805237474 chi4= 0.000242836817955 chi5= 0 nrm= 2.20749839533 der= [0.035060820103188048, -0.49931533106905518, -0.20337983948664451, -0.0029503053891819365, -0.055571692419409631, -0.52336309519440738] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 62 chi2= 0.0852167651624 chi3= 0.0145947176106 chi4= 0.000273116008979 chi5= 0 nrm= 2.20808599075 der= [0.035159650233858343, -0.4984727578740441, -0.25501629905360557, -0.0029503053278418282, -0.05557167995311945, -0.52336929215394279] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 63 chi2= 0.0842578495552 chi3= 0.0146093793864 chi4= 0.00030097547486 chi5= 0 nrm= 2.20869265682 der= [0.035168221752886017, -0.49767153389993762, -0.28005595169670622, -0.002950305273324899, -0.055571670538281111, -0.52337478862578612] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 64 chi2= 0.0834365190724 chi3= 0.0146422943512 chi4= 0.000281959216032 chi5= 0 nrm= 2.21005348441 der= [0.035045100127108098, -0.49833965085338755, -0.31619812017876925, -0.0029503052281140991, -0.055571662767732392, -0.52337934334808434] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 65 chi2= 0.0827036323651 chi3= 0.0146484765989 chi4= 0.000355473801802 chi5= 0 nrm= 2.21030891093 der= [0.035349043266887779, -0.49602214232818098, -0.23628706920917802, -0.0029503053507521156, -0.055571683584541343, -0.52336698686615402] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 66 chi2= 0.0789494706394 chi3= 0.0147899815158 chi4= 0.000382560232852 chi5= 0 nrm= 2.21614067919 der= [0.035299974177168333, -0.49522791398874982, -0.21160540926003257, -0.0029503053889083368, -0.055571690108863585, -0.52336314109623217] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 67 chi2= 0.0743533658192 chi3= 0.0150217095989 chi4= 0.000321261027856 chi5= 0 nrm= 2.2256308416 der= [0.034983069941987362, -0.49687995708913624, -0.21756595426437952, -0.002950305395918118, -0.055571691320434109, -0.52336243440300612] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 68 chi2= 0.0703131410478 chi3= 0.0151910693291 chi4= 0.000336006341597 chi5= 0 nrm= 2.23252056085 der= [0.035698401840633928, -0.49653429702638469, -0.18385191193591033, -0.0029503053955150147, -0.055571691288171118, -0.5233624742175581] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 69 chi2= 0.0683277169978 chi3= 0.0152065387053 chi4= 0.000420477266475 chi5= 0 nrm= 2.2331479516 der= [0.035423738199487589, -0.49426282158858847, -0.20732264791917465, -0.0029503053959965449, -0.055571691308814668, -0.52336242689163659] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 70 chi2= 0.0665014202382 chi3= 0.0152663246646 chi4= 0.000288478386735 chi5= 0 nrm= 2.23556969308 der= [0.034843244884291025, -0.49858796648556469, -0.45871629281288162, -0.0029503050044116168, -0.055571624650333648, -0.5234018923209669] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 71 chi2= 0.0654478479079 chi3= 0.0153019507869 chi4= 0.000271638538131 chi5= 0 nrm= 2.23701054106 der= [0.034968694383007461, -0.49910140778087031, -0.44246361640368126, -0.0029503050160847714, -0.055571626519421671, -0.52340071695540924] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 72 chi2= 0.0646956917642 chi3= 0.0153152813344 chi4= 0.000351728783062 chi5= 0 nrm= 2.23754924486 der= [0.034994902091412108, -0.49649641031728792, -0.39981251898051784, -0.002950305103967018, -0.055571641429002692, -0.52339186060229537] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 73 chi2= 0.0642700904049 chi3= 0.0153415896642 chi4= 0.000305724489071 chi5= 0 nrm= 2.2386117093 der= [0.034865985720809331, -0.49793800069908017, -0.42997525307755469, -0.0029503050535006621, -0.05557163287567618, -0.52339694635437295] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 74 chi2= 0.062929285851 chi3= 0.0153946827839 chi4= 0.000374341793681 chi5= 0 nrm= 2.24075310936 der= [0.034967457678261211, -0.49578096748742057, -0.37329374270424465, -0.0029503051485127866, -0.055571649011879588, -0.52338737120193679] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 75 chi2= 0.0622133356386 chi3= 0.0154194271084 chi4= 0.000282490596681 chi5= 0 nrm= 2.2417498584 der= [0.034795159194506022, -0.49889044578761405, -0.48715828296659702, -0.0029503049399328741, -0.055571613451596856, -0.52340839136155393] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 76 chi2= 0.0610650967971 chi3= 0.0154881661169 chi4= 0.000303031613504 chi5= 0 nrm= 2.24451460887 der= [0.034644171837414001, -0.49825894588267799, -0.5013023021377615, -0.0029503050104685044, -0.055571625694228084, -0.52340125946523264] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 77 chi2= 0.0603264486375 chi3= 0.0155117649424 chi4= 0.000281946739047 chi5= 0 nrm= 2.24546236163 der= [0.034829948731773606, -0.49888628871156626, -0.48027902361502783, -0.002950304969803497, -0.055571618595924292, -0.52340538130852676] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 78 chi2= 0.058496543056 chi3= 0.0155942952473 chi4= 0.000320536608933 chi5= 0 nrm= 2.24877120592 der= [0.035065219021958471, -0.49745149880821216, -0.40901221600249371, -0.0029503050554364882, -0.055571633188640071, -0.5233967504367899] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 79 chi2= 0.0562862417455 chi3= 0.0156691366195 chi4= 0.000261098076913 chi5= 0 nrm= 2.25176421979 der= [0.034974333031782108, -0.49973073719401118, -0.50483447958521255, -0.0029503048661033656, -0.055571600868820702, -0.52341583408550263] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 80 chi2= 0.0551685580966 chi3= 0.0157315463361 chi4= 0.000368751434965 chi5= 0 nrm= 2.25425461275 der= [0.035399060271783717, -0.49605827758732429, -0.38731975476243541, -0.0029503050422261339, -0.055571630891496165, -0.5233980835162434] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 81 chi2= 0.0548160711113 chi3= 0.0157480823704 chi4= 0.000292974102382 chi5= 0 nrm= 2.25491363728 der= [0.034989092501184482, -0.49855885013327056, -0.47992880152013906, -0.0029503049121537314, -0.055571608714657474, -0.52341119295087934] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 82 chi2= 0.0540846959597 chi3= 0.0157773447114 chi4= 0.000311372881135 chi5= 0 nrm= 2.25607900673 der= [0.035011055279808079, -0.49800108981885255, -0.48477005676345197, -0.0029503049064664119, -0.055571607740330091, -0.52341176603615069] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 83 chi2= 0.0520038486721 chi3= 0.0158836159016 chi4= 0.000241238631343 chi5= 0 nrm= 2.26030218208 der= [0.034563554835440061, -0.5010779048714189, -0.63830979128688248, -0.0029503046934837339, -0.05557157141532016, -0.52343323200425163] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 84 chi2= 0.0515351698411 chi3= 0.0158929701848 chi4= 0.000295598397735 chi5= 0 nrm= 2.26067324017 der= [0.034725218530643663, -0.49881415984341831, -0.5687337336707966, -0.0029503048084777018, -0.055571591018848884, -0.52342164229652111] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 85 chi2= 0.051258839613 chi3= 0.0159031578527 chi4= 0.000308138752182 chi5= 0 nrm= 2.26107723208 der= [0.034768174439459315, -0.49837813030264133, -0.56024409734917879, -0.0029503048168375507, -0.055571592442986324, -0.52342079960670418] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 86 chi2= 0.050212068808 chi3= 0.0159830770574 chi4= 0.000363981523516 chi5= 0 nrm= 2.26424194905 der= [0.034800681334903376, -0.49641966981570451, -0.48909802654594603, -0.0029503049246160473, -0.055571610868215292, -0.52340993673372571] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 87 chi2= 0.0495695931349 chi3= 0.0160028319019 chi4= 0.000319084513704 chi5= 0 nrm= 2.26502299987 der= [0.034930702833001669, -0.4978850841521788, -0.51871625756145945, -0.0029503048610586362, -0.055571599988517642, -0.52341634284427285] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 88 chi2= 0.0492044627842 chi3= 0.0160112647019 chi4= 0.000291215364591 chi5= 0 nrm= 2.26535626216 der= [0.034678782280635562, -0.49897944638280811, -0.5749885424394644, -0.002950304783991099, -0.055571586844474455, -0.52342411021236812] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 89 chi2= 0.0488431564822 chi3= 0.0160461021251 chi4= 0.00024764562416 chi5= 0 nrm= 2.26673209974 der= [0.034695001572605778, -0.50067824267990313, -0.60688033746554215, -0.0029503047233534322, -0.055571576508143455, -0.52343022158837915] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 90 chi2= 0.0485489791414 chi3= 0.0160470350348 chi4= 0.0002946836269 chi5= 0 nrm= 2.26676892268 der= [0.034908438949803722, -0.49881253499914291, -0.55420954720623095, -0.0029503048016959591, -0.055571589863024906, -0.52342232581975356] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 91 chi2= 0.0478860547901 chi3= 0.0160959666593 chi4= 0.000265171060148 chi5= 0 nrm= 2.2686988082 der= [0.034668264275110647, -0.50001703250245577, -0.60368605561681699, -0.0029503047284658553, -0.055571577379465498, -0.52342970634026376] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 92 chi2= 0.0471264218549 chi3= 0.0161497071235 chi4= 0.000251485245555 chi5= 0 nrm= 2.27081497959 der= [0.034771363530276482, -0.50057701722821413, -0.61115859116742477, -0.0029503047071452854, -0.055571573745866416, -0.5234318534515785] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 93 chi2= 0.0464243804658 chi3= 0.016172576982 chi4= 0.000268857490415 chi5= 0 nrm= 2.27171447196 der= [0.0347634155361181, -0.49996976945801508, -0.615316901181855, -0.0029503047018080873, -0.05557157283387229, -0.52343239307686085] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 94 chi2= 0.0423952525392 chi3= 0.0166343725515 chi4= 0.000158557569359 chi5= 0 nrm= 2.28974309657 der= [0.034119847200739073, -0.50659801712208075, -0.82268391261780938, -0.0029503041700139005, -0.05557150937820228, -0.52348597408113573] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 95 chi2= 0.0410749882684 chi3= 0.0166359096667 chi4= 0.000168610970544 chi5= 0 nrm= 2.28980268517 der= [0.034085398358192284, -0.50729849717118902, -0.92077617818237378, -0.0029503041762672221, -0.055571483254203566, -0.52348535974721699] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 96 chi2= 0.0400977629703 chi3= 0.0166518964337 chi4= 0.00019079086294 chi5= 0 nrm= 2.29042227328 der= [0.034098763417331084, -0.5052712923427396, -0.87574241226372607, -0.0029503042681191982, -0.0555714989007451, -0.52347610258717248] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 97 chi2= 0.0394092576449 chi3= 0.0166723378378 chi4= 0.000182058451155 chi5= 0 nrm= 2.29121407357 der= [0.03419742100583887, -0.50571749441165492, -0.86827998996982658, -0.0029503042735170523, -0.055571499819894794, -0.5234755549016763] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 98 chi2= 0.0391351252456 chi3= 0.0166781734269 chi4= 0.000200309315609 chi5= 0 nrm= 2.29144002675 der= [0.03424463087799217, -0.50444870953736343, -0.84446820282684887, -0.0029503043092287628, -0.055571505908295231, -0.52347195937696556] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 99 chi2= 0.0386042092891 chi3= 0.01669836828 chi4= 0.000200467129681 chi5= 0 nrm= 2.29222166365 der= [0.034241977624327902, -0.5044553390641261, -0.84595646779354228, -0.0029503043045405759, -0.05557150511084688, -0.52347243186019898] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 100 chi2= 0.0381535083647 chi3= 0.0167214208234 chi4= 0.000192909044198 chi5= 0 nrm= 2.29311332927 der= [0.034150174899954505, -0.50506117938981832, -0.86663394441516139, -0.0029503042762898508, -0.055571500290680358, -0.52347527852362918] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 101 chi2= 0.0375976760408 chi3= 0.0167531993775 chi4= 0.000195364568934 chi5= 0 nrm= 2.29434150739 der= [0.034324888799192474, -0.50470555255925431, -0.84213474179854164, -0.0029503043149474522, -0.055571506874690903, -0.52347137701675162] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 102 chi2= 0.0374706307184 chi3= 0.0167606457088 chi4= 0.00019862627569 chi5= 0 nrm= 2.29462912484 der= [0.03431485556893786, -0.50448330065818825, -0.83759619926589757, -0.0029503043135682629, -0.055571506646891547, -0.52347152204650249] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 103 chi2= 0.0371862195645 chi3= 0.0167841414029 chi4= 0.000193690270372 chi5= 0 nrm= 2.29553623658 der= [0.034252846171303281, -0.50483051123517508, -0.84722918611400577, -0.0029503042979791053, -0.055571503989613781, -0.5234730931998387] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 104 chi2= 0.0360018132373 chi3= 0.0169481062871 chi4= 0.00017723852491 chi5= 0 nrm= 2.30184892699 der= [0.034744667859147357, -0.50551004547837208, -0.81157778152937254, -0.0029503043232683391, -0.055571508302818332, -0.52347054146528094] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 105 chi2= 0.0348150071155 chi3= 0.0170166579403 chi4= 0.000187772151105 chi5= 0 nrm= 2.30447912748 der= [0.034240641839099611, -0.50518740223497249, -0.85032463510946421, -0.0029503043003158177, -0.055571504388906526, -0.52347285754274486] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 106 chi2= 0.0344903233129 chi3= 0.017012267099 chi4= 0.000213202059188 chi5= 0 nrm= 2.30431081798 der= [0.034432043656990985, -0.50350904378507766, -0.80853881602683952, -0.0029503043637385904, -0.055571515199988319, -0.52346646557092569] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 107 chi2= 0.0342038310744 chi3= 0.0170191738375 chi4= 0.000211726839793 chi5= 0 nrm= 2.30457555693 der= [0.034194487016293684, -0.50388303514819244, -0.84666121125420024, -0.002950304305639874, -0.055571505295342251, -0.52347232111801567] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 108 chi2= 0.0340687242133 chi3= 0.0170261850704 chi4= 0.000210352652707 chi5= 0 nrm= 2.30484424628 der= [0.034404037255153397, -0.50380987796006371, -0.82684461256751418, -0.0029503043243488979, -0.055571508484623826, -0.52347043552586126] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 109 chi2= 0.0339069896384 chi3= 0.0170382576859 chi4= 0.000206007778419 chi5= 0 nrm= 2.30530677183 der= [0.034213338817983358, -0.50423482461874325, -0.85283029354128481, -0.0029503042907502329, -0.055571502756538153, -0.52347382164747747] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 110 chi2= 0.0337580301285 chi3= 0.0170491968099 chi4= 0.000201631625179 chi5= 0 nrm= 2.30572572962 der= [0.03415041787075071, -0.50454560276877047, -0.86246745092647092, -0.0029503042770816145, -0.055571500432719897, -0.52347519918212604] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 111 chi2= 0.0331505128958 chi3= 0.0171189762891 chi4= 0.000247757529866 chi5= 0 nrm= 2.30839505842 der= [0.034522077000989353, -0.50178449696960037, -0.78021062942087438, -0.0029503043958952779, -0.055571520680269972, -0.52346322472358298] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 112 chi2= 0.0325990277829 chi3= 0.0171536142667 chi4= 0.000211708347636 chi5= 0 nrm= 2.30971807144 der= [0.034325604189812647, -0.50390540147042739, -0.8455477629011352, -0.0029503042965328121, -0.055571503741133614, -0.52347323900751808] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 113 chi2= 0.0323824783888 chi3= 0.0171676890513 chi4= 0.000207558672322 chi5= 0 nrm= 2.31025528243 der= [0.034251118001033282, -0.50424653153226739, -0.86067265666634296, -0.0029503042749738266, -0.055571500065743309, -0.52347541183937918] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 114 chi2= 0.0321924366189 chi3= 0.0171773164684 chi4= 0.000213909697758 chi5= 0 nrm= 2.31062261801 der= [0.034294205105387318, -0.50384354117536179, -0.85100451145275069, -0.0029503042884351542, -0.055571502360290619, -0.52347405513988921] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 115 chi2= 0.03177863059 chi3= 0.0172451739592 chi4= 0.000175986845584 chi5= 0 nrm= 2.31320881657 der= [0.034228283457793177, -0.50675838019001307, -0.91640629974963539, -0.0029503041841893582, -0.055571484590037738, -0.52348456154488476] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 116 chi2= 0.031211046322 chi3= 0.0173011401962 chi4= 0.000220411711853 chi5= 0 nrm= 2.31533798684 der= [0.03430212536537515, -0.50333909343979166, -0.83035086787178591, -0.0029503043469474135, -0.055571512334391678, -0.52346815790072621] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 117 chi2= 0.0310951201489 chi3= 0.0172946517747 chi4= 0.000215406167976 chi5= 0 nrm= 2.31509131906 der= [0.03429705839025525, -0.50374866717299516, -0.84866959255427443, -0.0029503043062965449, -0.055571505404881809, -0.52347225495994154] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 118 chi2= 0.0309427876686 chi3= 0.0172924489958 chi4= 0.000211020952496 chi5= 0 nrm= 2.31500756636 der= [0.034241506056904771, -0.50415010346092826, -0.86850439803657364, -0.002950304268450043, -0.055571498953341292, -0.52347606934292168] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 119 chi2= 0.0308569850042 chi3= 0.0172955383402 chi4= 0.000213782503473 chi5= 0 nrm= 2.315125026 der= [0.034282234694305663, -0.50396426027186481, -0.86278240982352328, -0.0029503042753222432, -0.055571500124795573, -0.52347537672812405] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 120 chi2= 0.0306997983036 chi3= 0.0173044389336 chi4= 0.000206744660112 chi5= 0 nrm= 2.31546337591 der= [0.03415793956313589, -0.50457847713646364, -0.89001463219270183, -0.0029503042297903538, -0.055571492363414937, -0.52347996566814858] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 121 chi2= 0.0305772994236 chi3= 0.0173125762216 chi4= 0.000209087882756 chi5= 0 nrm= 2.31577263316 der= [0.03429930169164222, -0.50430707445336442, -0.87272788554390868, -0.002950304251231395, -0.055571496018152415, -0.52347780473237615] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 122 chi2= 0.0305141639132 chi3= 0.0173236449666 chi4= 0.000201745595686 chi5= 0 nrm= 2.31619318364 der= [0.034160393560302919, -0.50486977363350793, -0.89213184701972104, -0.0029503042243535478, -0.055571491436395684, -0.52348051362124814] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 123 chi2= 0.0281855525542 chi3= 0.0177710268718 chi4= 0.000198414397034 chi5= 0 nrm= 2.33308015032 der= [0.03488119138041039, -0.50278754156901662, -0.6182604394312079, -0.0029503042800104857, -0.05557156518921335, -0.52347488818477728] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 124 chi2= 0.0268516500298 chi3= 0.0177825439948 chi4= 0.000184666701396 chi5= 0 nrm= 2.33351205449 der= [0.034204039491252398, -0.50613562338488849, -0.91306515480929207, -0.0029503041566384869, -0.055571479916975051, -0.5234873377879572] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 125 chi2= 0.0259909327106 chi3= 0.0177975740932 chi4= 0.0001949302471 chi5= 0 nrm= 2.33407548861 der= [0.034214808441783727, -0.50580146757184852, -0.93515061948368783, -0.0029503041282890451, -0.055571475069747543, -0.52349019506359407] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 126 chi2= 0.0256327752511 chi3= 0.0178154003326 chi4= 0.00017853771149 chi5= 0 nrm= 2.33474343349 der= [0.033833565247190507, -0.50861434125063965, -1.04007062988802, -0.0029503039769796825, -0.055571449282959172, -0.52350544504262153] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 127 chi2= 0.0254307186994 chi3= 0.0178201527298 chi4= 0.00019316776807 chi5= 0 nrm= 2.33492144824 der= [0.033895052739561893, -0.50697509343606817, -1.0136523173961562, -0.0029503040264889421, -0.055571457707881008, -0.52350045543752088] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 128 chi2= 0.0252178527329 chi3= 0.0178364423039 chi4= 0.000189855538872 chi5= 0 nrm= 2.33553144118 der= [0.033916053480288935, -0.50728212033249132, -1.0173580838893221, -0.0029503040187863166, -0.055571456394022847, -0.52350123107592894] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 129 chi2= 0.0248992745038 chi3= 0.0178679817414 chi4= 0.000189607058662 chi5= 0 nrm= 2.33671170195 der= [0.03407351177642165, -0.5068520628843618, -0.98722414876717224, -0.0029503040558690467, -0.055571462716394501, -0.52349749435534576] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 130 chi2= 0.0247743682796 chi3= 0.017875719817 chi4= 0.000197217723188 chi5= 0 nrm= 2.33700111507 der= [0.033988721901278357, -0.50630632131506237, -0.98636593205857492, -0.0029503040644491543, -0.055571464178456778, -0.52349662961732712] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 131 chi2= 0.0245917372437 chi3= 0.0178887615607 chi4= 0.000184070369887 chi5= 0 nrm= 2.33748874989 der= [0.033741017871149304, -0.50872315872928764, -1.0692877235523754, -0.0029503039403151032, -0.055571443016836204, -0.52350914050702135] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 132 chi2= 0.0244782436475 chi3= 0.0178905775524 chi4= 0.000195064861832 chi5= 0 nrm= 2.33755663628 der= [0.033835328937289633, -0.50711468856910569, -1.0310812390813509, -0.0029503040053439037, -0.055571454101638412, -0.52350258657048432] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 133 chi2= 0.0244050876604 chi3= 0.0178957232619 chi4= 0.000200826148053 chi5= 0 nrm= 2.33774897727 der= [0.033880668048465803, -0.50643931321938085, -1.0128454532763851, -0.0029503040317477103, -0.055571458602640331, -0.52349992546101443] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 134 chi2= 0.0242988836171 chi3= 0.0179069061958 chi4= 0.000195947290231 chi5= 0 nrm= 2.33816688779 der= [0.033810516891084691, -0.5069957145589441, -1.0281883935606182, -0.0029503040080038341, -0.055571454555115904, -0.52350231849329754] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 135 chi2= 0.0242106837427 chi3= 0.0179169590003 chi4= 0.000194544691011 chi5= 0 nrm= 2.33854245358 der= [0.033865385120141082, -0.50702366680416633, -1.0229654412871305, -0.0029503040108420668, -0.055571455039343368, -0.5235020324353713] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 136 chi2= 0.0234220758709 chi3= 0.0180987118463 chi4= 0.000187978805942 chi5= 0 nrm= 2.34531453 der= [0.033918261519767873, -0.50695906865422247, -0.98988210914833341, -0.0029503040733001337, -0.055571465693172263, -0.52349573742076916] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 137 chi2= 0.0230090661093 chi3= 0.0181044952133 chi4= 0.000198649533475 chi5= 0 nrm= 2.34552945762 der= [0.034067420310518501, -0.50605093016078095, -0.97333065146111952, -0.0029503040948366506, -0.055571469357464522, -0.52349356699243199] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 138 chi2= 0.0227501772716 chi3= 0.0180839981916 chi4= 0.000193439839761 chi5= 0 nrm= 2.34476757068 der= [0.033904804386172549, -0.50728960322661032, -1.0331289044649052, -0.0029503039874921762, -0.055571451058896264, -0.52350438575589098] exp= [0.031738166113120442, -0.51408838114193822, 0.15889837089148037, -0.0029503077179105532, -0.12108732273043961, -0.5233721400262521] 0 -95.8103530623 1.3640843554 1 -83.3133504889 1.20783874373 2 -72.4463917295 1.08105571779 3 -62.9968623735 0.982610322451 4 -54.7798803248 0.912164634748 5 -47.6346785433 0.870115700138 6 -41.4214596029 0.857486785312 7 -36.0186605242 0.87571458689 8 -31.3205743689 0.926281211881 9 -27.2352820599 1.01011823323 10 -23.6828539651 1.12670980913 11 -20.5937860566 1.2728260361 12 -17.9076400493 1.44084124958 13 -15.5718609124 1.61665474991 14 -13.5407486195 1.77730023645 15 -11.7745640169 1.88846926197 16 -10.2387513191 1.90229256832 17 -8.90326201658 1.75587288338 18 -7.74196697094 1.37114916148 19 -6.73214519212 0.656694542105 20 -5.8540392975 7.3344983492e-05 21 -5.09046895435 4.05016469457e-05 22 -4.42649474291 3.30127376229e-06 23 -3.8491258634 1e-12 24 -3.34706596817 1e-12 25 -2.91049214624 1e-12 26 -2.53086273586 1e-12 27 -2.2007502051 1e-12 28 -1.91369583052 7.91525243738e-05 29 -1.66408333088 0.000186456703211 30 -1.44702898338 0.000312575070809 31 -1.2582860725 0.000427214547842 32 -1.09416180218 0.0014250051207 33 -0.951445045371 0.0038205000952 34 -0.827343517714 0.0112373060269 35 -0.719429145838 0.00943870219368 36 -0.625590561598 7.03341851517e-06 37 -0.543991792694 1e-12 38 -0.473036341473 1e-12 39 -0.411335949107 1e-12 40 -0.357683434006 1e-12 41 -0.311029073049 1e-12 42 -0.270460063521 1e-12 43 -0.235182663931 1e-12 44 -0.204506664288 1e-12 45 0.204506664288 0.00225628116132 46 0.235182663931 1e-12 47 0.270460063521 1e-12 48 0.311029073049 1e-12 49 0.357683434006 1e-12 50 0.411335949107 1e-12 51 0.473036341473 1e-12 52 0.543991792694 1e-12 53 0.625590561598 1e-12 54 0.719429145838 0.00307579820203 55 0.827343517714 0.0199370267512 56 0.951445045371 0.0517173203214 57 1.09416180218 0.0158500690442 58 1.2582860725 0.000445569394975 59 1.44702898338 0.000307356153874 60 1.66408333088 0.000145214543423 61 1.91369583052 1e-12 62 2.2007502051 1e-12 63 2.53086273586 1e-12 64 2.91049214624 1e-12 65 3.34706596817 1e-12 66 3.8491258634 1e-12 67 4.42649474291 1e-12 68 5.09046895435 3.73567533374e-05 69 5.8540392975 0.126671364178 70 6.73214519212 0.749267793315 71 7.74196697094 1.1679618918 72 8.90326201658 1.41587274566 73 10.2387513191 1.5292450382 74 11.7745640169 1.54371833702 75 13.5407486195 1.49162139157 76 15.5718609124 1.40035147222 77 17.9076400493 1.29172317255 78 20.5937860566 1.18207266137 79 23.6828539651 1.08286607349 80 27.2352820599 1.00157664605 81 31.3205743689 0.942644777771 82 36.0186605242 0.908387325737 83 41.4214596029 0.899782275066 84 47.6346785433 0.917098892388 85 54.7798803248 0.960370796902 86 62.9968623735 1.02973717928 87 72.4463917295 1.12567398124 88 83.3133504889 1.24914841269 89 95.8103530623 1.40172224922 -b0 0.5 # Frequency mesh parameter -nom 120 # number of matsubara points used -p0 0.1 # how fast should the low energy function fall off -b 0.9 # b parameter to determin family of basis functions -alpha4 1.0 # weight for the low energy expansion in the functional to be minimized -alpha3 0.01 # weight for the normalization in functional to be minimized -ifit 4 # number of Matsubara points used to fit the lowe energy expansion -beta 125.0 # inverse temperature -rps 1 # The lowest lorentzian is usualy at pi*T. This factor can bring it closer to zero. -Ng 60 # number of basis functions -lcut 0.18 # the lowest frequency lorentzian position -a0 0.005 # Frequency mesh start -FermiLiquid True # Low energy expansion of a Fermi liquid of Mott insulator -sig Sig.5 # input self-energy on imaginary axis -L0 20 # High energy cut-off for plotting -maxsteps 7500 # Maximum number of function evaluations in minimization routine -N0 3000 # Number of frequency points for plotting -poles [] # additional poles -vunity 0.01 # value of low-energy function at unity -wexp 1.15 # wexp^i is position where basis functions are peaked integral of sigma is 20.2950767563 omstart,omend= 10.0279637503 70.3465426992 positions= [-95.810353062289835, -83.313350488947691, -72.446391729519732, -62.996862373495432, -54.779880324778638, -47.63467854328578, -41.421459602857198, -36.018660524223655, -31.320574368890135, -27.23528205990447, -23.682853965134321, -20.593786056638542, -17.907640049250908, -15.571860912392095, -13.540748619471387, -11.774564016931643, -10.238751319070994, -8.9032620165834739, -7.7419669709421512, -6.7321451921236113, -5.854039297498792, -5.0904689543467763, -4.4264947429102408, -3.8491258634002099, -3.3470659681740957, -2.9104921462383442, -2.5308627358594298, -2.2007502050951566, -1.9136958305175276, -1.6640833308848069, -1.4470289833780932, -1.2582860725026896, -1.094161802176252, -0.95144504537065411, -0.82734351771361225, -0.71942914583792372, -0.62559056159819459, -0.54399179269408227, -0.47303634147311507, -0.41133594910705668, -0.35768343400613622, -0.31102907304881411, -0.27046006352070795, -0.23518266393105039, -0.20450666428786995, 0.20450666428786995, 0.23518266393105039, 0.27046006352070795, 0.31102907304881411, 0.35768343400613622, 0.41133594910705668, 0.47303634147311507, 0.54399179269408227, 0.62559056159819459, 0.71942914583792372, 0.82734351771361225, 0.95144504537065411, 1.094161802176252, 1.2582860725026896, 1.4470289833780932, 1.6640833308848069, 1.9136958305175276, 2.2007502050951566, 2.5308627358594298, 2.9104921462383442, 3.3470659681740957, 3.8491258634002099, 4.4264947429102408, 5.0904689543467763, 5.854039297498792, 6.7321451921236113, 7.7419669709421512, 8.9032620165834739, 10.238751319070994, 11.774564016931643, 13.540748619471387, 15.571860912392095, 17.907640049250908, 20.593786056638542, 23.682853965134321, 27.23528205990447, 31.320574368890135, 36.018660524223655, 41.421459602857198, 47.63467854328578, 54.779880324778638, 62.996862373495432, 72.446391729519732, 83.313350488947691, 95.810353062289835] Optimization terminated successfully. Current function value: 0.000000 Iterations: 5 Function evaluations: 212 Optimization terminated successfully. Current function value: 0.000000 Iterations: 6 Function evaluations: 249 estimated derivatives (real): [ 0.73288302 0.02396232 -0.29023979] estimated derivatives (imag): [-0.00139534 -0.46521155 0.41628008] [0.73288302351235435, 0.023962315943708529, -0.2902397919527418, -0.0013953371408822134, -0.46521155433985789, 0.4162800813108315] Expecting real-axis derivatives (real): [0.73288302351235435, -0.46521155433985789, 0.2902397919527418] Expecting real-axis derivatives (imag): [-0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] INTEGRAL of A0 IS: 0.979975126239 der0= [-0.5279720330706652, -4.4406951552914933, 4.9932263985818297, -0.094458832898589598, -1.6221544822437508, -28.180306851924207] derx[-95.8103530623]= [0.0085228555824921007, -0.00010898035334758608, 4.1764185269136369e-06, 8.2669661697694e-54, -1.5635134996242773e-51, -7.1077840209561947e-49] derx[-83.3133504889]= [0.0098012839198658944, -0.00014412651732401255, 6.3518142201911857e-06, 2.7397595950822314e-52, -5.1779594957150307e-50, -2.3585210510820992e-47] derx[-72.4463917295]= [0.011271476507845761, -0.00019060731914154167, 9.6603185606492432e-06, 8.6500601633895075e-51, -1.633599528899339e-48, -7.455946102486875e-46] derx[-62.9968623735]= [0.012962197984022587, -0.00025207817959376107, 1.4692141184477393e-05, 2.6017332473480648e-49, -4.9097407264963796e-47, -2.2455390941975289e-44] derx[-54.7798803248]= [0.014906527681626053, -0.00033337339247312782, 2.2344905288690157e-05, 7.4548652197806343e-48, -1.4057024233606163e-45, -6.4430367540670856e-43] derx[-47.6346785433]= [0.01714250683386976, -0.00044088631154667564, 3.3983827283296497e-05, 2.0349158731574764e-46, -3.8339439046593243e-44, -1.7612048391453252e-41] derx[-41.4214596029]= [0.019713882858950281, -0.00058307214703549458, 5.1685149117250331e-05, 5.2915001032886517e-45, -9.961186177166039e-43, -4.5864368299763937e-40] derx[-36.0186605242]= [0.022670965287792638, -0.00077111291448596396, 7.8606668338406617e-05, 1.3107887073703961e-43, -2.465383405427074e-41, -1.1378476523234552e-38] derx[-31.3205743689]= [0.026071610080961479, -0.0010197968293365702, 0.00011955092339302555, 3.0931696029214755e-42, -5.8124721513155538e-40, -2.689259396042291e-37] derx[-27.2352820599]= [0.029982351593105135, -0.001348681306867305, 0.0001818220627648071, 6.9532417388986423e-41, -1.3053738720564068e-38, -6.0550496243572037e-36] derx[-23.6828539651]= [0.034479704332070156, -0.0017836310282832058, 0.00027652869625176464, 1.4889448634962081e-39, -2.792549355648727e-37, -1.2987798529448557e-34] derx[-20.5937860566]= [0.039651659981879125, -0.0023588520350101162, 0.00042056571905304966, 3.0371935237137141e-38, -5.6905294146369864e-36, -2.6538868994763323e-33] derx[-17.9076400493]= [0.0455994089791582, -0.0031195818162140111, 0.00063962814281273944, 5.901514173763703e-37, -1.1045463898456212e-34, -5.1659990472976226e-32] derx[-15.5718609124]= [0.052439320326025343, -0.0041256469519293359, 0.00097279504760800644, 1.0923098466957013e-35, -2.0421513687837769e-33, -9.5795935062685208e-31] derx[-13.5407486195]= [0.06030521837491655, -0.0054561680939181675, 0.0014795008012918546, 1.925810606176196e-34, -3.5963120225303188e-32, -1.6922178430836346e-29] derx[-11.7745640169]= [0.069351001131128576, -0.007215782304231361, 0.0022501380683330806, 3.2341502547716464e-33, -6.0323230358786469e-31, -2.8475885134391034e-28] derx[-10.2387513191]= [0.079753651300747033, -0.0095428720973941041, 0.0034221833041864647, 5.1734335065777587e-32, -9.6374343171602032e-30, -4.5646244855959372e-27] derx[-8.90326201658]= [0.091716698995755103, -0.012620448348551019, 0.0052047223680670648, 7.8824704211905626e-31, -1.4664902125262712e-28, -6.970028471141622e-26] derx[-7.74196697094]= [0.10547420384491106, -0.016690542940761249, 0.0079157507125258795, 1.1439390965856831e-29, -2.1253403705531809e-27, -1.0138185632233187e-24] derx[-6.73214519212]= [0.12129533442123068, -0.022073243038726875, 0.012038904750841208, 1.581220017574481e-28, -2.9335901623534707e-26, -1.4046764933421827e-23] derx[-5.8540392975]= [0.13948963458357522, -0.029191863918240489, 0.018309744560900752, 2.0817174104165374e-27, -3.8563935464899037e-25, -1.8538587219749329e-22] derx[-5.09046895435]= [0.1604130797694242, -0.038606240029510727, 0.027846983988248267, 2.6102490142661983e-26, -4.8279500301965724e-24, -2.3305299183680028e-21] derx[-4.42649474291]= [0.18447504173143997, -0.05105675243435194, 0.042352086311801866, 3.1171864011304797e-25, -5.7561406471883655e-23, -2.790638245118459e-20] derx[-3.8491258634]= [0.2121462979843243, -0.067522555083116956, 0.064412841506271301, 3.5453043830932318e-24, -6.5354274324212872e-22, -3.1828477187619899e-19] derx[-3.34706596817]= [0.24396824266822886, -0.089298579071888207, 0.097965112021562287, 3.8401012450509089e-23, -7.066043107163671e-21, -3.4576721772557592e-18] derx[-2.91049214624]= [0.28056347904081713, -0.11809737076305007, 0.14899516725777157, 3.961118378240738e-22, -7.2748295085993223e-20, -3.5776600363883824e-17] derx[-2.53086273586]= [0.32264800084132278, -0.15618377269780609, 0.22660800905196618, 3.8910393537388945e-21, -7.1317628690613516e-19, -3.525759861377681e-16] derx[-2.2007502051]= [0.37104520085563819, -0.20655303907439265, 0.34465248200314719, 3.6397510855441909e-20, -6.6570277755589062e-18, -3.3092935274175312e-15] derx[-1.91369583052]= [0.42670198075888122, -0.2731663934406024, 0.52419351577690543, 3.2420554938830689e-19, -5.9163453326115752e-17, -2.9582616378432449e-14] derx[-1.66408333088]= [0.49070727741979459, -0.36126255362329707, 0.79727340075704434, 2.7497616481154147e-18, -5.006045873702775e-16, -2.5185217482482373e-13] derx[-1.44702898338]= [0.56431336812134592, -0.47776972322575734, 1.2126348580980251, 2.2206351464212222e-17, -4.0325595242601316e-15, -2.0419775416789245e-12] derx[-1.2582860725]= [0.64896037150520114, -0.63185044983494754, 1.8444304200167501, 1.7074461625528132e-16, -3.0923285628796021e-14, -1.5766662396033966e-11] derx[-1.09416180218]= [0.74630442353838566, -0.83562219874628996, 2.8054790155498681, 1.2499216051287467e-15, -2.2572571432048896e-13, -1.1593073118119489e-10] derx[-0.951445045371]= [0.85825007963375521, -1.1051103087730014, 4.2674491924493339, 8.7108542408061598e-15, -1.5683239310636961e-12, -8.1173216596169225e-10] derx[-0.827343517714]= [0.98698757660146441, -1.4615082694612105, 6.491598917872107, 5.7790295698967254e-14, -1.0370872292827202e-11, -5.4121085168215654e-09] derx[-0.719429145838]= [1.1350356829073567, -1.9328444217070395, 9.8756153012471621, 3.6495278136103326e-13, -6.5265134797000069e-11, -3.4359169562651344e-08] derx[-0.625590561598]= [1.3052909744711956, -2.5561861317248615, 15.025031051025511, 2.1936860769540444e-12, -3.9083270641575652e-10, -2.0769337053342982e-07] derx[-0.543991792694]= [1.5010844977696234, -3.3805547223618464, 22.862204156719432, 1.2549701785573352e-11, -2.2268782150268045e-09, -1.1953254508159464e-06] derx[-0.473036341473]= [1.7262469241038028, -4.4707802587624936, 34.792805941333192, 6.8324220908640528e-11, -1.2071027193089189e-08, -6.5495453439237542e-06] derx[-0.411335949107]= [1.9851834599654929, -5.9125989968736077, 52.960554957477328, 3.5396075130050982e-10, -6.2240568287936372e-08, -3.4164369850638078e-05] derx[-0.357683434006]= [2.2829599587205482, -7.8193935378330712, 80.637790980233973, 1.7447222358117852e-09, -3.0522185469645164e-07, -0.00016964709467006216] derx[-0.311029073049]= [2.6254018755533113, -10.341103713617086, 122.82606919721783, 8.1815177397770628e-09, -1.4232852750050958e-06, -0.00080186453406200003] derx[-0.270460063521]= [3.0192079109335341, -13.676004006656266, 187.18343862424052, 3.6493576931613925e-08, -6.3097538322614523e-06, -0.0036074883999633002] derx[-0.235182663931]= [3.4720803721839926, -18.086261717587981, 285.46411069451585, 1.5481186350097081e-07, -2.6587215764889555e-05, -0.015446232737521956] derx[-0.204506664288]= [3.9928743892566603, -23.918471220982084, 435.77066704353092, 6.2447877842537021e-07, -0.00010645156417874828, -0.062938191882866451] derx[0.204506664288]= [-3.9928743892566567, -23.91847122098018, -435.77066704374766, 6.2447877842536883e-07, 0.00010645156417874802, -0.062938191882866326] derx[0.235182663931]= [-3.4720803721840268, -18.086261717589622, -285.46411069183932, 1.5481186350097068e-07, 2.6587215764889538e-05, -0.01544623273752195] derx[0.270460063521]= [-3.0192079109335386, -13.676004006654662, -187.1834386238836, 3.6493576931613825e-08, 6.3097538322614312e-06, -0.0036074883999632915] derx[0.311029073049]= [-2.6254018755532895, -10.341103713621196, -122.82606919893854, 8.1815177397770363e-09, 1.4232852750050903e-06, -0.00080186453406199786] derx[0.357683434006]= [-2.2829599587205633, -7.8193935378310906, -80.6377909789977, 1.7447222358117813e-09, 3.0522185469645096e-07, -0.00016964709467006181] derx[0.411335949107]= [-1.9851834599654814, -5.9125989968711501, -52.960554958369542, 3.539607513005093e-10, 6.224056828793628e-08, -3.4164369850638038e-05] derx[0.473036341473]= [-1.7262469241038088, -4.4707802587614545, -34.792805940874302, 6.8324220908640541e-11, 1.2071027193089192e-08, -6.5495453439237508e-06] derx[0.543991792694]= [-1.5010844977696363, -3.3805547223631054, -22.862204155750725, 1.2549701785573334e-11, 2.226878215026802e-09, -1.1953254508159452e-06] derx[0.625590561598]= [-1.3052909744711927, -2.556186131726558, -15.025031051267689, 2.1936860769540424e-12, 3.9083270641575616e-10, -2.0769337053342966e-07] derx[0.719429145838]= [-1.1350356829073633, -1.9328444217077245, -9.8756153007245828, 3.649527813610325e-13, 6.5265134796999926e-11, -3.4359169562651285e-08] derx[0.827343517714]= [-0.9869875766014663, -1.4615082694603609, -6.491598917722353, 5.7790295698967217e-14, 1.03708722928272e-11, -5.4121085168215596e-09] derx[0.951445045371]= [-0.85825007963375799, -1.1051103087735705, -4.2674491922103499, 8.710854240806144e-15, 1.5683239310636929e-12, -8.1173216596169091e-10] derx[1.09416180218]= [-0.74630442353838777, -0.83562219874748678, -2.8054790154000937, 1.249921605128746e-15, 2.2572571432048886e-13, -1.1593073118119485e-10] derx[1.2582860725]= [-0.64896037150520147, -0.63185044983476568, -1.844430419997626, 1.7074461625528137e-16, 3.0923285628796046e-14, -1.5766662396033966e-11] derx[1.44702898338]= [-0.56431336812134392, -0.47776972322449252, -1.2126348582700965, 2.2206351464212179e-17, 4.0325595242601237e-15, -2.0419775416789204e-12] derx[1.66408333088]= [-0.49070727741979392, -0.36126255362375692, -0.79727340081439957, 2.7497616481154089e-18, 5.0060458737027661e-16, -2.5185217482482333e-13] derx[1.91369583052]= [-0.42670198075887911, -0.27316639344028765, -0.52419351594419028, 3.2420554938830674e-19, 5.9163453326115728e-17, -2.9582616378432443e-14] derx[2.2007502051]= [-0.37104520085563675, -0.20655303907488132, -0.34465248211626864, 3.6397510855441897e-20, 6.6570277755589077e-18, -3.3092935274175293e-15] derx[2.53086273586]= [-0.32264800084132444, -0.15618377269780753, -0.22660800892450728, 3.8910393537388952e-21, 7.1317628690613506e-19, -3.525759861377681e-16] derx[2.91049214624]= [-0.28056347904081708, -0.11809737076298842, -0.14899516725936476, 3.9611183782407366e-22, 7.2748295085993199e-20, -3.5776600363883824e-17] derx[3.34706596817]= [-0.24396824266822814, -0.089298579072039183, -0.097965112076528443, 3.8401012450509065e-23, 7.0660431071636635e-21, -3.4576721772557588e-18] derx[3.8491258634]= [-0.21214629798432325, -0.067522555083012109, -0.064412841587525971, 3.5453043830932267e-24, 6.5354274324212787e-22, -3.1828477187619855e-19] derx[4.42649474291]= [-0.18447504173143989, -0.051056752433961267, -0.042352086317378079, 3.1171864011304747e-25, 5.756140647188355e-23, -2.7906382451184548e-20] derx[5.09046895435]= [-0.16041307976942246, -0.038606240029585813, -0.027846984126064372, 2.6102490142662001e-26, 4.8279500301965798e-24, -2.3305299183680051e-21] derx[5.8540392975]= [-0.13948963458357569, -0.029191863918355685, -0.018309744525849277, 2.0817174104165353e-27, 3.8563935464898982e-25, -1.853858721974931e-22] derx[6.73214519212]= [-0.12129533442123012, -0.022073243038910506, -0.01203890479425768, 1.5812200175744812e-28, 2.9335901623534718e-26, -1.4046764933421824e-23] derx[7.74196697094]= [-0.10547420384491163, -0.016690542940869576, -0.0079157506679151876, 1.1439390965856811e-29, 2.1253403705531773e-27, -1.0138185632233169e-24] derx[8.90326201658]= [-0.091716698995754992, -0.01262044834866034, -0.0052047223756351169, 7.882470421190553e-31, 1.4664902125262692e-28, -6.970028471141614e-26] derx[10.2387513191]= [-0.07975365130074677, -0.0095428720973087817, -0.0034221833229072761, 5.1734335065777543e-32, 9.6374343171601948e-30, -4.5646244855959336e-27] derx[11.7745640169]= [-0.069351001131128548, -0.007215782304166217, -0.0022501380699262831, 3.2341502547716402e-33, 6.0323230358786364e-31, -2.847588513439098e-28] derx[13.5407486195]= [-0.06030521837491612, -0.0054561680939067955, -0.0014795008351484304, 1.925810606176194e-34, 3.5963120225303166e-32, -1.6922178430836318e-29] derx[15.5718609124]= [-0.052439320326025433, -0.0041256469519438841, -0.00097279504023918919, 1.0923098466956999e-35, 2.0421513687837735e-33, -9.5795935062685068e-31] derx[17.9076400493]= [-0.045599408979157964, -0.0031195818161513251, -0.00063962816133427227, 5.901514173763693e-37, 1.1045463898456194e-34, -5.1659990472976116e-32] derx[20.5937860566]= [-0.039651659981879507, -0.0023588520349896525, -0.0004205656889805006, 3.037193523713711e-38, 5.6905294146369803e-36, -2.6538868994763278e-33] derx[23.6828539651]= [-0.034479704332070295, -0.0017836310283373077, -0.0002765286843023837, 1.4889448634962078e-39, 2.7925493556487249e-37, -1.2987798529448557e-34] derx[27.2352820599]= [-0.029982351593105479, -0.0013486813068621919, -0.0001818220356795552, 6.9532417388986321e-41, 1.3053738720564037e-38, -6.0550496243571957e-36] derx[31.3205743689]= [-0.02607161008096159, -0.0010197968293845733, -0.00011955091512805332, 3.0931696029214736e-42, 5.8124721513155538e-40, -2.6892593960422906e-37] derx[36.0186605242]= [-0.022670965287792652, -0.00077111291445544259, -7.8606667342612403e-05, 1.3107887073703943e-43, 2.465383405427072e-41, -1.1378476523234532e-38] derx[41.4214596029]= [-0.019713882858950364, -0.00058307214707319077, -5.1685142146787062e-05, 5.2915001032886449e-45, 9.9611861771660263e-43, -4.586436829976388e-40] derx[47.6346785433]= [-0.017142506833869708, -0.00044088631156081115, -3.3983831565150672e-05, 2.0349158731574737e-46, 3.8339439046593193e-44, -1.7612048391453232e-41] derx[54.7798803248]= [-0.01490652768162601, -0.00033337339248709402, -2.2344908823709362e-05, 7.4548652197806185e-48, 1.4057024233606129e-45, -6.4430367540670737e-43] derx[62.9968623735]= [-0.012962197984022625, -0.00025207817957927716, -1.4692138495862959e-05, 2.6017332473480618e-49, 4.9097407264963737e-47, -2.2455390941975269e-44] derx[72.4463917295]= [-0.011271476507845728, -0.0001906073191512558, -9.6603211994654175e-06, 8.6500601633895075e-51, 1.633599528899339e-48, -7.455946102486875e-46] derx[83.3133504889]= [-0.0098012839198659274, -0.00014412651731666106, -6.3518115315820932e-06, 2.7397595950822265e-52, 5.1779594957150203e-50, -2.3585210510820943e-47] derx[95.8103530623]= [-0.0085228555824920608, -0.00010898035338146838, -4.1764217134118179e-06, 8.2669661697693895e-54, 1.5635134996242749e-51, -7.1077840209561871e-49] 0 chi2= 22262.8814779 chi3= 1.97215226305e-33 chi4= 0.952878711985 chi5= 0 nrm= 1.0 der= [-0.0077991478478833228, -1.1010290962615694, 0.073759419984534877, -0.0013953311297275432, -0.023962296952634743, -0.41676912813315514] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 1 chi2= 118.365561549 chi3= 0.000376737337263 chi4= 0.00295403728078 chi5= 0 nrm= 1.19409722751 der= [0.70892864488465646, -0.51392032411065391, 0.013097720848997733, -0.0013953360351872941, -0.02396229695263339, -0.41627655589838891] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 2 chi2= 38.3533022127 chi3= 0.00117737376239 chi4= 0.00199529618508 chi5= 0 nrm= 1.34312880415 der= [0.70892945663434803, -0.42753475437861299, 0.14947177058565292, -0.0013953360351873015, -0.02396229695263475, -0.41627655589770318] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 3 chi2= 17.6519419113 chi3= 0.00227915552308 chi4= 0.00269923445021 chi5= 0 nrm= 1.47740501915 der= [0.70887133231418564, -0.4191582070881183, 0.4229930515932705, -0.0013953356472982507, -0.023962363074010874, -0.41631564935668808] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 4 chi2= 11.5304648466 chi3= 0.0031835074578 chi4= 0.00200957606415 chi5= 0 nrm= 1.56422579326 der= [0.71400795181169596, -0.42474269342393728, 0.68494256727804592, -0.0013953352808953377, -0.023962425532759755, -0.41635257733188796] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 5 chi2= 7.28133223604 chi3= 0.00394715400322 chi4= 0.000361835061734 chi5= 0 nrm= 1.62826379835 der= [0.72396992546979677, -0.4741754495029345, 1.7116486981847046, -0.0013953351911132415, -0.023962441912966918, -0.41636077272763283] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 6 chi2= 4.8231697496 chi3= 0.00559934222139 chi4= 0.0042357954089 chi5= 0 nrm= 1.74828752638 der= [0.72617100574043736, -0.52507591112795604, 2.7539828855431274, -0.001395332931785347, -0.02396282612712514, -0.41658921047286468] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 7 chi2= 3.73205827996 chi3= 0.00591810733472 chi4= 0.000987840632949 chi5= 0 nrm= 1.76929235891 der= [0.7285727570786642, -0.49003263279980186, 2.1695383162885005, -0.0013953335784732787, -0.023962715971051176, -0.41652396937369851] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 8 chi2= 3.29846948382 chi3= 0.00600433598506 chi4= 0.0019134044704 chi5= 0 nrm= 1.77487650533 der= [0.73027040099794738, -0.50341095604129438, 2.4053860770049118, -0.001395334291886804, -0.02396259511914977, -0.41645146499366992] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 9 chi2= 3.1335684058 chi3= 0.00609172321136 chi4= 0.00133507020119 chi5= 0 nrm= 1.78049492063 der= [0.73032793318821276, -0.49696405733221583, 2.0799891260017369, -0.0013953353081470391, -0.023962421941597565, -0.41634899431135758] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 10 chi2= 2.76127076541 chi3= 0.006357152435 chi4= 0.00186882955803 chi5= 0 nrm= 1.79731752991 der= [0.73069735904313315, -0.50349617003058378, 2.2860870524197776, -0.0013953347570810674, -0.023962515502735888, -0.41640483200153477] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 11 chi2= 2.33394098735 chi3= 0.00681126825366 chi4= 0.00509455017225 chi5= 0 nrm= 1.82530408055 der= [0.73434787444975758, -0.53097228859201462, 3.0613951602454605, -0.0013953333533203243, -0.023962754975452971, -0.4165461665549105] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 12 chi2= 2.20864906828 chi3= 0.00688797004408 chi4= 0.00298685625935 chi5= 0 nrm= 1.82993795214 der= [0.73301552557345362, -0.51503086681337185, 2.5371817230292706, -0.0013953342621559508, -0.023962599605489594, -0.41645492294794628] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 13 chi2= 1.69086420292 chi3= 0.00762429055289 chi4= 0.00226525603972 chi5= 0 nrm= 1.87317183606 der= [0.73483826835051691, -0.5083581894630409, 2.2897420669026811, -0.0013953356226406081, -0.023962368220693635, -0.41631738556297282] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 14 chi2= 1.41185911471 chi3= 0.0081452372777 chi4= 0.00113259013539 chi5= 0 nrm= 1.90250968292 der= [0.73373264120626269, -0.49431263712995843, 1.9784200711260869, -0.0013953356667406544, -0.023962360457013498, -0.41631313666975589] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 15 chi2= 1.32783521262 chi3= 0.00827182174026 chi4= 0.000866211873726 chi5= 0 nrm= 1.9094955602 der= [0.73358061416810671, -0.49018628314502988, 1.8458366615439974, -0.0013953357920307734, -0.023962338754412196, -0.416300783052168] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 16 chi2= 1.2558562728 chi3= 0.00839794644398 chi4= 0.000323928529471 chi5= 0 nrm= 1.91640310148 der= [0.73316335936485277, -0.47820757499020455, 1.535042541531952, -0.0013953359758108815, -0.023962307287540018, -0.41628237091147458] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 17 chi2= 1.13332713274 chi3= 0.008771084569 chi4= 0.000215793539435 chi5= 0 nrm= 1.9365406862 der= [0.73277728434411427, -0.47426467272949252, 1.4470604612201872, -0.001395335950916222, -0.02396231153659938, -0.41628487564063527] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 18 chi2= 1.08162941298 chi3= 0.00886143022098 chi4= 0.000106843398273 chi5= 0 nrm= 1.94135169947 der= [0.73279141524470792, -0.46776616460583653, 1.2917834634257481, -0.00139533602515343, -0.023962298713755881, -0.41627752693815573] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 19 chi2= 0.882759537717 chi3= 0.00946597656738 chi4= 0.000127554033716 chi5= 0 nrm= 1.97293250369 der= [0.73468824213937078, -0.46921823740017171, 1.3306325556638603, -0.0013953360115375854, -0.023962301034701233, -0.41627889927268269] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 20 chi2= 0.628301704018 chi3= 0.0110079654624 chi4= 0.000402691032654 chi5= 0 nrm= 2.04918851797 der= [0.73507480429087135, -0.48075820532111047, 1.5399948597164079, -0.0013953359903956101, -0.023962304738855602, -0.41628095057743153] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 21 chi2= 0.527381603854 chi3= 0.011097562677 chi4= 0.000231192275631 chi5= 0 nrm= 2.05344969871 der= [0.73548393999169071, -0.47529769113367937, 1.3979281672363508, -0.0013953360255913761, -0.023962298637926479, -0.41627748373193285] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 22 chi2= 0.47897088673 chi3= 0.0112019465068 chi4= 0.00017614021531 chi5= 0 nrm= 2.05839248423 der= [0.73551272272872248, -0.47258314597437007, 1.3620818237576899, -0.0013953360277926558, -0.023962298253193216, -0.41627726940708337] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 23 chi2= 0.438700934909 chi3= 0.0113068686445 chi4= 0.000149631632253 chi5= 0 nrm= 2.06333760605 der= [0.73509801220748816, -0.47277402352920112, 1.225838622043453, -0.0013953359181716868, -0.023962279210801459, -0.41628832204896721] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 24 chi2= 0.419372173232 chi3= 0.011451762168 chi4= 0.000197138361472 chi5= 0 nrm= 2.07012906549 der= [0.73586183643778214, -0.47357557859058663, 1.3779352151294404, -0.0013953360256106664, -0.023962298633243874, -0.41627748289398042] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 25 chi2= 0.400149931919 chi3= 0.0115025234954 chi4= 0.000127109829736 chi5= 0 nrm= 2.0724981816 der= [0.73536448042053826, -0.47069979689053021, 1.2432948536001098, -0.0013953359674634058, -0.023962287215830567, -0.41628335853513521] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 26 chi2= 0.387315558576 chi3= 0.0116024656351 chi4= 0.000155107820014 chi5= 0 nrm= 2.07714741958 der= [0.73505167312497588, -0.47299601978084521, 1.2379046939874798, -0.0013953358767764203, -0.023962282039571507, -0.41629243562666196] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 27 chi2= 0.374537010003 chi3= 0.0116828529467 chi4= 8.74799934778e-05 chi5= 0 nrm= 2.0808724692 der= [0.73489982284239552, -0.46803030454479161, 1.1589581652906109, -0.0013953359306629648, -0.02396228182978586, -0.41628706395605214] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 28 chi2= 0.363734597453 chi3= 0.0117344079829 chi4= 0.000113616908229 chi5= 0 nrm= 2.08325472456 der= [0.73510366591530985, -0.47150710720317479, 1.1212131349523495, -0.0013953358791823059, -0.023962271580744321, -0.41629226004555231] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 29 chi2= 0.354186599746 chi3= 0.011812414872 chi4= 5.72086683773e-05 chi5= 0 nrm= 2.08684933969 der= [0.73436339133475048, -0.46585550888487126, 1.0291748500835531, -0.0013953358663796841, -0.02396226910154033, -0.41629355701364196] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 30 chi2= 0.346574467402 chi3= 0.0118779436696 chi4= 6.10903515361e-05 chi5= 0 nrm= 2.08985979234 der= [0.73451435401660037, -0.46542579974579085, 1.0543288654058449, -0.0013953358959258003, -0.023962274057252857, -0.41629058013147424] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 31 chi2= 0.335385888961 chi3= 0.0119771179912 chi4= 6.95565980948e-05 chi5= 0 nrm= 2.09440020062 der= [0.73482959479250243, -0.46725578915269633, 1.0750235989030441, -0.0013953358962384152, -0.023962273972158103, -0.41629054987420167] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 32 chi2= 0.312405562345 chi3= 0.0125003442168 chi4= 0.000167893432105 chi5= 0 nrm= 2.11804938249 der= [0.73455791072154319, -0.47419849780547779, 1.2085155241110106, -0.0013953357553412669, -0.023962274782307946, -0.41630461915710737] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 33 chi2= 0.293250596353 chi3= 0.0124728300068 chi4= 0.000111074788072 chi5= 0 nrm= 2.11681824872 der= [0.73448940047930344, -0.47214464382829019, 1.0675853470924832, -0.0013953357823339519, -0.023962257750653936, -0.4163019977769023] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 34 chi2= 0.286983335072 chi3= 0.0124676077241 chi4= 6.52785969225e-05 chi5= 0 nrm= 2.11658442243 der= [0.73419505704891397, -0.46960398758023392, 0.95554945737477315, -0.0013953357573340658, -0.02396225086115706, -0.41630454325411065] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 35 chi2= 0.282495655364 chi3= 0.0125674469084 chi4= 5.58244627142e-05 chi5= 0 nrm= 2.12104624831 der= [0.73413631945730184, -0.46775479796364089, 0.98151125688571483, -0.0013953358127465961, -0.023962260317606232, -0.41629895253097404] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 36 chi2= 0.275342559324 chi3= 0.0126104364042 chi4= 4.90572808465e-05 chi5= 0 nrm= 2.1229619942 der= [0.73420202560802694, -0.46708205130471764, 0.9521971574946948, -0.0013953357942419252, -0.023962256645022099, -0.41630082929385193] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 37 chi2= 0.271397865355 chi3= 0.0126209015995 chi4= 4.1165179196e-05 chi5= 0 nrm= 2.12342786148 der= [0.73408687778301074, -0.46659056867748372, 0.90517258091043562, -0.0013953357692449207, -0.023962252111343996, -0.41630335185239614] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 38 chi2= 0.264533156262 chi3= 0.0128055318048 chi4= 9.46375716314e-05 chi5= 0 nrm= 2.13161529703 der= [0.73473383997064701, -0.47104972914606968, 1.0460689059979937, -0.0013953358080025292, -0.023962260438813839, -0.41629942794273672] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 39 chi2= 0.25021755754 chi3= 0.0129485687967 chi4= 8.44694473815e-05 chi5= 0 nrm= 2.13791778247 der= [0.73451978744315949, -0.47097275125553573, 0.9873700614244002, -0.0013953357700065598, -0.023962253086429013, -0.41630326395772754] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 40 chi2= 0.24498739994 chi3= 0.0129540894236 chi4= 5.20807384054e-05 chi5= 0 nrm= 2.13816033245 der= [0.73370447703096697, -0.46975871874729158, 0.84457947364950947, -0.0013953356806661527, -0.023962237480945427, -0.41631226913814989] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 41 chi2= 0.239449379222 chi3= 0.0130142645656 chi4= 4.55016455879e-05 chi5= 0 nrm= 2.14080079618 der= [0.73389065656151187, -0.46772707877511505, 0.90796511958138315, -0.0013953359508554817, -0.023962283688966132, -0.41628495020086087] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 42 chi2= 0.235835120851 chi3= 0.0130503463356 chi4= 2.59735129453e-05 chi5= 0 nrm= 2.14238112448 der= [0.73339423652074331, -0.4657763308508272, 0.79415646814868368, -0.0013953357933244564, -0.023962256736739986, -0.41630086107888997] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 43 chi2= 0.232458347107 chi3= 0.0130878617117 chi4= 3.40159867794e-05 chi5= 0 nrm= 2.14402192775 der= [0.73360733431644909, -0.46774895440546299, 0.81036440644006891, -0.001395335708991132, -0.023962242454942318, -0.41630939955504548] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 44 chi2= 0.230986758359 chi3= 0.0131082840137 chi4= 2.38489602365e-05 chi5= 0 nrm= 2.14491414585 der= [0.73335511871852777, -0.46647848966421357, 0.75950476097430542, -0.001395335654164455, -0.023962232350063881, -0.41631495236592742] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 45 chi2= 0.226199610968 chi3= 0.0131599603326 chi4= 3.12711381608e-05 chi5= 0 nrm= 2.14716870305 der= [0.73362392351328864, -0.46779385347316804, 0.78068791782224134, -0.001395335658446351, -0.023962233079565014, -0.41631452027889265] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 46 chi2= 0.210306635663 chi3= 0.0135451162315 chi4= 4.90098962959e-05 chi5= 0 nrm= 2.16383487796 der= [0.73459829903442342, -0.46645242179466034, 0.95753263724030457, -0.0013953359586886657, -0.023962284254620322, -0.41628418319045407] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 47 chi2= 0.165378082375 chi3= 0.0144645958758 chi4= 0.000102132975919 chi5= 0 nrm= 2.20268848318 der= [0.73421583145942215, -0.47342940028945701, 0.8631586934264861, -0.001395335724183858, -0.023962244526476877, -0.41630786411063669] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 48 chi2= 0.155642092946 chi3= 0.0144382858781 chi4= 5.72752414839e-05 chi5= 0 nrm= 2.20159418599 der= [0.7339965760167495, -0.46957990935092969, 0.89812725523143622, -0.0013953359999565947, -0.023962291421120115, -0.41628003371371353] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 49 chi2= 0.15275229216 chi3= 0.0144359185788 chi4= 3.86172955543e-05 chi5= 0 nrm= 2.20149567535 der= [0.73363161926052078, -0.46434422061860986, 0.90101497297619204, -0.001395336026691135, -0.023962295967696071, -0.41627738476531462] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 50 chi2= 0.150005959299 chi3= 0.0144446842201 chi4= 6.25541207409e-05 chi5= 0 nrm= 2.20186040038 der= [0.73334648446445072, -0.45993418006486564, 0.87751013385135035, -0.0013953360322049068, -0.023962296894277691, -0.41627684424947692] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 51 chi2= 0.149367293884 chi3= 0.0144529575455 chi4= 5.86033971934e-05 chi5= 0 nrm= 2.2022045394 der= [0.73342668487596419, -0.46034285738233549, 0.87848820418981133, -0.0013953360317761703, -0.023962296730890779, -0.41627688672336999] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 52 chi2= 0.147466702533 chi3= 0.0145000892784 chi4= 4.03810409048e-05 chi5= 0 nrm= 2.20416316496 der= [0.73344976605026879, -0.46232383974126873, 0.85345332336815638, -0.001395336024830336, -0.023962295508679184, -0.41627757067596982] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 53 chi2= 0.145364604672 chi3= 0.0145198088759 chi4= 3.83784743519e-05 chi5= 0 nrm= 2.20498169596 der= [0.73320357435676298, -0.46215482604502278, 0.82812578023373595, -0.0013953360255520809, -0.023962295640359437, -0.41627749737605235] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 54 chi2= 0.142929096255 chi3= 0.0145594529489 chi4= 8.63706428083e-05 chi5= 0 nrm= 2.2066255819 der= [0.73314917068889773, -0.45779783710948391, 0.85003087187227755, -0.0013953360324952225, -0.023962296932246246, -0.41627681625671881] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 55 chi2= 0.140923367585 chi3= 0.0145956139536 chi4= 5.97145951974e-05 chi5= 0 nrm= 2.20812308783 der= [0.73335451407141683, -0.46007463466657472, 0.86560357356678752, -0.0013953360317807337, -0.023962296859851108, -0.41627688589906098] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 56 chi2= 0.138803233944 chi3= 0.014650734772 chi4= 5.63388100209e-05 chi5= 0 nrm= 2.21040219646 der= [0.7332531309925624, -0.45992407967418247, 0.82169479600585349, -0.0013953360230247185, -0.02396229511927938, -0.41627775337738959] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 57 chi2= 0.137403931439 chi3= 0.0146513618036 chi4= 6.39293084358e-05 chi5= 0 nrm= 2.21042809797 der= [0.73328665315240216, -0.45932342531359283, 0.82964991531386889, -0.0013953360323780404, -0.023962296626559871, -0.41627682812787098] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 58 chi2= 0.136204557589 chi3= 0.0146863400342 chi4= 7.65938150143e-05 chi5= 0 nrm= 2.21187210687 der= [0.73317222962071882, -0.45829611040044355, 0.82584048240214269, -0.0013953360310610286, -0.023962296594756554, -0.41627695836765483] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 59 chi2= 0.135214434145 chi3= 0.0147009571915 chi4= 6.64664796976e-05 chi5= 0 nrm= 2.21247503857 der= [0.73331929398801432, -0.45916911107343683, 0.83581313386660783, -0.0013953360325589291, -0.023962296707139397, -0.4162768105909791] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 60 chi2= 0.131632579305 chi3= 0.0147981025184 chi4= 8.82205206283e-05 chi5= 0 nrm= 2.21647451755 der= [0.73318518953287659, -0.45737772528571785, 0.80754375167777559, -0.0013953359908793219, -0.023962289513373966, -0.41628100465159174] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 61 chi2= 0.128619095759 chi3= 0.0148666442882 chi4= 0.000114373007451 chi5= 0 nrm= 2.21928849286 der= [0.73316809774064051, -0.45600654917225625, 0.83392738605809735, -0.0013953360338192463, -0.023962296835436773, -0.41627668853586913] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 62 chi2= 0.122198470144 chi3= 0.0150401289977 chi4= 0.000102876340422 chi5= 0 nrm= 2.22638203663 der= [0.73330237090261563, -0.45678797507987928, 0.85365616230385333, -0.0013953360346307575, -0.023962296990884105, -0.41627660900990726] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 63 chi2= 0.120955234795 chi3= 0.0150713447945 chi4= 9.75015764599e-05 chi5= 0 nrm= 2.22765405528 der= [0.73309097591301009, -0.45693985776230939, 0.82910311401901937, -0.0013953360336736102, -0.023962296880978361, -0.41627670221030927] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 64 chi2= 0.119406492828 chi3= 0.0150937849827 chi4= 9.79521204335e-05 chi5= 0 nrm= 2.22856766125 der= [0.73335267570251561, -0.45709162266067749, 0.85413922250758068, -0.0013953360344821583, -0.023962296974550559, -0.41627662339784904] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 65 chi2= 0.11897392892 chi3= 0.0150969646315 chi4= 0.0001037801105 chi5= 0 nrm= 2.22869705914 der= [0.73324463509467741, -0.45664943473660252, 0.84105242309130768, -0.001395336034494982, -0.023962296960167651, -0.41627662216531103] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 66 chi2= 0.117904605132 chi3= 0.0151220665404 chi4= 0.000103422497668 chi5= 0 nrm= 2.22971811975 der= [0.73321761321096979, -0.4566322891640443, 0.83527884049344137, -0.0013953360342152451, -0.023962296910938843, -0.41627664948705506] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 67 chi2= 0.11665404957 chi3= 0.0151484627008 chi4= 9.31417547516e-05 chi5= 0 nrm= 2.23079091241 der= [0.73326001954231668, -0.45726632636991377, 0.83680160226709754, -0.0013953360343963257, -0.023962296937716565, -0.41627663174123147] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 68 chi2= 0.116020219803 chi3= 0.0151654933771 chi4= 0.000103804852715 chi5= 0 nrm= 2.2314825771 der= [0.7331230110602559, -0.4565604913276165, 0.82788621339459301, -0.0013953360344480042, -0.023962296944472994, -0.41627662673575583] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 69 chi2= 0.113079524941 chi3= 0.015316204072 chi4= 6.59493681443e-05 chi5= 0 nrm= 2.23758652514 der= [0.73350733873355278, -0.46000858215846757, 0.91063224135512666, -0.0013953360315387558, -0.023962297515016683, -0.41627690966053305] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 70 chi2= 0.108950574947 chi3= 0.0154522823305 chi4= 8.78053066941e-05 chi5= 0 nrm= 2.24307209487 der= [0.73330419308569694, -0.45810602080978863, 0.89966014062001398, -0.0013953360255792332, -0.023962298565071309, -0.41627750010879638] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 71 chi2= 0.106859217458 chi3= 0.0154369696573 chi4= 0.000107187688704 chi5= 0 nrm= 2.24245602165 der= [0.73326544064598453, -0.45661459405789434, 0.86585876096411818, -0.0013953360342347839, -0.02396229708785207, -0.41627664720622259] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 72 chi2= 0.106390199877 chi3= 0.0154345658465 chi4= 0.000118595690712 chi5= 0 nrm= 2.24235928163 der= [0.73335861721745088, -0.45602414807210878, 0.87300104160898306, -0.0013953360343819255, -0.023962297074891049, -0.41627663301358697] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 73 chi2= 0.105234205177 chi3= 0.0154470728802 chi4= 0.000152434379036 chi5= 0 nrm= 2.24286253786 der= [0.73305878617490583, -0.4541514785795126, 0.83867584744689061, -0.0013953360343779793, -0.023962297081778088, -0.41627663366236478] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 74 chi2= 0.104500664875 chi3= 0.0154642429808 chi4= 0.00016933617308 chi5= 0 nrm= 2.2435530942 der= [0.73300827237468791, -0.45336993720422586, 0.82965233735928967, -0.0013953360342299282, -0.023962297107800633, -0.41627664854205421] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 75 chi2= 0.103757843062 chi3= 0.0154852344122 chi4= 0.000155209136926 chi5= 0 nrm= 2.24439681823 der= [0.7331905153586904, -0.45403487518211655, 0.83975256426716038, -0.0013953360346645963, -0.023962297031601899, -0.41627660586689857] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 76 chi2= 0.102886955845 chi3= 0.0155376478325 chi4= 0.000133873252483 chi5= 0 nrm= 2.24650101614 der= [0.73311549181356095, -0.45495526959088289, 0.82528964121030102, -0.0013953360344921286, -0.023962296988055069, -0.41627662252660513] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 77 chi2= 0.101035331111 chi3= 0.0155619358101 chi4= 0.000157544979172 chi5= 0 nrm= 2.24747488192 der= [0.7329520116434739, -0.45375567137286288, 0.80310395773721899, -0.0013953360346614522, -0.023962296989998164, -0.41627660628017421] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 78 chi2= 0.100730141671 chi3= 0.0155654017728 chi4= 0.000177519037631 chi5= 0 nrm= 2.24761379332 der= [0.73291922641949536, -0.45289219967670263, 0.79769646658700821, -0.0013953360348779684, -0.023962296973452122, -0.41627658537183859] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 79 chi2= 0.0998165541459 chi3= 0.015600148168 chi4= 0.000170447994491 chi5= 0 nrm= 2.24900553113 der= [0.73312252393375144, -0.45327436234555979, 0.81838826850804347, -0.0013953360348538709, -0.023962296973743316, -0.41627658775927945] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 80 chi2= 0.0970102337616 chi3= 0.0157259326214 chi4= 0.000143935221109 chi5= 0 nrm= 2.2540308059 der= [0.73320716987074963, -0.45446677624298759, 0.82296762016622638, -0.0013953360346421605, -0.023962296946611422, -0.41627660838531561] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 81 chi2= 0.0960653834286 chi3= 0.0157147127644 chi4= 0.000147097301623 chi5= 0 nrm= 2.25358337435 der= [0.73310637941270995, -0.45428549312968602, 0.81624929942327096, -0.0013953360348948158, -0.023962296980719618, -0.41627658373676596] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 82 chi2= 0.0953430769448 chi3= 0.0157276629745 chi4= 0.000192599096992 chi5= 0 nrm= 2.25409979565 der= [0.73286818772736417, -0.45237242596248733, 0.81707619351212801, -0.0013953360066424794, -0.02396230181663184, -0.41627942544908636] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 83 chi2= 0.0944095100639 chi3= 0.0157586606965 chi4= 0.000213491693082 chi5= 0 nrm= 2.25533504279 der= [0.73301886147811868, -0.45164831726537963, 0.83348781255803628, -0.0013953360324198158, -0.023962297432527705, -0.41627682558106582] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 84 chi2= 0.0936668435341 chi3= 0.0157733456885 chi4= 0.000215618543353 chi5= 0 nrm= 2.25591980988 der= [0.7330815986268826, -0.451529149448956, 0.82288327193686206, -0.0013953360345884717, -0.023962297052631438, -0.41627661343146749] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 85 chi2= 0.0930454697396 chi3= 0.0157914831946 chi4= 0.000218830312977 chi5= 0 nrm= 2.256641683 der= [0.73295544328256146, -0.45133496646238497, 0.80273737468885631, -0.0013953360348592479, -0.023962296991424149, -0.41627658724831668] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 86 chi2= 0.0927523502319 chi3= 0.0158012582752 chi4= 0.000192527545534 chi5= 0 nrm= 2.2570305595 der= [0.73296748074323836, -0.45233497626949348, 0.80709711953191665, -0.0013953360348695476, -0.023962296995180408, -0.41627658622422437] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 87 chi2= 0.0924734758344 chi3= 0.0158069533733 chi4= 0.000207747863171 chi5= 0 nrm= 2.25725706891 der= [0.73297108424030766, -0.4517507901025043, 0.80548667088223747, -0.0013953360349144147, -0.023962296993802888, -0.41627658191874151] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 88 chi2= 0.0918753930201 chi3= 0.0158300753113 chi4= 0.000204671988721 chi5= 0 nrm= 2.25817627188 der= [0.73299022895423249, -0.45188457428742462, 0.81035610966349125, -0.0013953360337680433, -0.023962297192028161, -0.41627669415307744] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 89 chi2= 0.0912742294098 chi3= 0.0158419106784 chi4= 0.000207540223235 chi5= 0 nrm= 2.2586465222 der= [0.73297205794030595, -0.45173743452592346, 0.79994942835176186, -0.0013953360349980609, -0.023962296978676096, -0.41627657387956252] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 90 chi2= 0.0901177438217 chi3= 0.0158929458074 chi4= 0.000205740627307 chi5= 0 nrm= 2.26067227333 der= [0.73311047352115111, -0.45184959673371111, 0.81126745657973731, -0.0013953360350033627, -0.023962296979849508, -0.41627657336501978] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 91 chi2= 0.0897383448549 chi3= 0.0158994474139 chi4= 0.000221212683725 chi5= 0 nrm= 2.26093010964 der= [0.73295370983577401, -0.45123835829384684, 0.7997246241857342, -0.0013953360350094075, -0.023962296977691751, -0.41627657279044389] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 92 chi2= 0.0893878163993 chi3= 0.0159083099521 chi4= 0.000213207936058 chi5= 0 nrm= 2.26128148928 der= [0.73302001888660673, -0.45153784247660217, 0.80228248748440956, -0.0013953360350124691, -0.023962296977602913, -0.41627657249643707] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 93 chi2= 0.0887821538847 chi3= 0.0159303452968 chi4= 0.00022691914577 chi5= 0 nrm= 2.26215471702 der= [0.73291031782905347, -0.45101512846665703, 0.79402440084483494, -0.0013953360350129852, -0.02396229697760266, -0.41627657247010846] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 94 chi2= 0.0868102168453 chi3= 0.0159973731997 chi4= 0.000229512175843 chi5= 0 nrm= 2.26480722641 der= [0.73291036773049301, -0.45094422552023872, 0.79969790100545135, -0.0013953360345947843, -0.023962297053172387, -0.41627661313223047] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 95 chi2= 0.086312776448 chi3= 0.0160025765174 chi4= 0.000231233482816 chi5= 0 nrm= 2.26501290576 der= [0.73284387879065915, -0.45085183382574001, 0.79054347234899969, -0.001395336035022457, -0.023962296978432426, -0.41627657157122894] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 96 chi2= 0.0858038860215 chi3= 0.0160162837733 chi4= 0.00025219459666 chi5= 0 nrm= 2.26555457304 der= [0.73282592753750231, -0.45012001521048711, 0.78457554238023097, -0.0013953360316124538, -0.023962297559674665, -0.41627691546280632] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 97 chi2= 0.085656124834 chi3= 0.0160207780603 chi4= 0.000250351802458 chi5= 0 nrm= 2.26573212254 der= [0.73286287173177544, -0.45018136404333953, 0.78465637756852002, -0.0013953360350710063, -0.02396229697013751, -0.41627656691150383] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 98 chi2= 0.0851972070045 chi3= 0.016053199496 chi4= 0.000235783414435 chi5= 0 nrm= 2.26701221367 der= [0.73291988280115916, -0.45068628825856105, 0.78822273437450607, -0.0013953360350402991, -0.023962296970429415, -0.41627656985357231] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 99 chi2= 0.0843209080782 chi3= 0.0160757247085 chi4= 0.000228150443277 chi5= 0 nrm= 2.2679008127 der= [0.73296447858047287, -0.45096102957208112, 0.79090287417820004, -0.0013953360350686581, -0.023962296970496944, -0.41627656713346234] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 100 chi2= 0.0837717623051 chi3= 0.016094790367 chi4= 0.000235947570004 chi5= 0 nrm= 2.26865244914 der= [0.7329200617691316, -0.45067583814456175, 0.78681962299662889, -0.0013953360350733646, -0.023962296969657109, -0.41627656668472307] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 101 chi2= 0.0818580485487 chi3= 0.0161700214838 chi4= 0.000240689719072 chi5= 0 nrm= 2.27161399347 der= [0.73293034761065101, -0.45051717519827722, 0.78786114543270891, -0.0013953360350718752, -0.023962296969423123, -0.41627656682748648] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 102 chi2= 0.0712571651897 chi3= 0.016768777409 chi4= 0.000182784387347 chi5= 0 nrm= 2.29494314196 der= [0.73316142322307953, -0.45280738191416536, 0.82730019244536523, -0.0013953359395845306, -0.023962302324257497, -0.41628616343017222] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 103 chi2= 0.0693837848498 chi3= 0.0167612687027 chi4= 0.000269143263857 chi5= 0 nrm= 2.29465318532 der= [0.73283351640473005, -0.44954673348888102, 0.77762260462939148, -0.0013953360349596828, -0.023962296957683798, -0.41627657765358811] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 104 chi2= 0.0682729320028 chi3= 0.0167504577931 chi4= 0.000285317416891 chi5= 0 nrm= 2.29423559653 der= [0.732887826135872, -0.44904530881460425, 0.77983043159015974, -0.0013953360350817379, -0.02396229696857918, -0.41627656589604434] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 105 chi2= 0.0678225219881 chi3= 0.0167494833714 chi4= 0.000324828000085 chi5= 0 nrm= 2.2941979513 der= [0.73283739171375895, -0.44786080412600621, 0.7778603907706515, -0.0013953360350906668, -0.023962296968750057, -0.4162765650536176] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 106 chi2= 0.0676154123795 chi3= 0.01675084353 chi4= 0.00032809748789 chi5= 0 nrm= 2.29425049855 der= [0.73288325314293445, -0.44776958922029836, 0.77886378444655235, -0.0013953360350936123, -0.023962296968971807, -0.41627656476689129] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 107 chi2= 0.0674601019969 chi3= 0.0167533651888 chi4= 0.000334013214615 chi5= 0 nrm= 2.29434791261 der= [0.73282433522941159, -0.44759083127433613, 0.77521287313797671, -0.0013953360350949808, -0.023962296968799399, -0.41627656463701729] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 108 chi2= 0.065895794282 chi3= 0.0168232200205 chi4= 0.000352444998642 chi5= 0 nrm= 2.29704356213 der= [0.7327424497364875, -0.447059691028804, 0.76914579516566095, -0.0013953360342829979, -0.023962297107147892, -0.41627664650638163] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 109 chi2= 0.0657614519397 chi3= 0.01682637476 chi4= 0.000352103401697 chi5= 0 nrm= 2.29716516913 der= [0.73278660150043096, -0.44707061937472242, 0.76982902330092151, -0.0013953360351009897, -0.023962296967791348, -0.41627656406733787] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 110 chi2= 0.0647986401216 chi3= 0.0168687628553 chi4= 0.000368540284978 chi5= 0 nrm= 2.29879801568 der= [0.73272031515310554, -0.44660068816190079, 0.76087203769339085, -0.0013953360351026123, -0.023962296966419092, -0.41627656391929019] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 111 chi2= 0.0641475387925 chi3= 0.0168968835057 chi4= 0.000331143257096 chi5= 0 nrm= 2.29988012931 der= [0.73272721076508796, -0.447717181476806, 0.79089833439634549, -0.0013953359789574348, -0.02396230653828392, -0.41628222255288738] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 112 chi2= 0.0639802987547 chi3= 0.0169040908124 chi4= 0.000327434277415 chi5= 0 nrm= 2.30015732942 der= [0.73279771120960224, -0.44785184467090083, 0.80080300483192679, -0.0013953359657861584, -0.023962308783531297, -0.4162835500226405] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 113 chi2= 0.063824642782 chi3= 0.0169210244077 chi4= 0.000318308065518 chi5= 0 nrm= 2.30080837973 der= [0.73284139018768613, -0.44815310155789656, 0.81288231669778555, -0.0013953359453738083, -0.02396231226308939, -0.41628560728924696] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 114 chi2= 0.0631032070314 chi3= 0.0169627322895 chi4= 0.000354453475156 chi5= 0 nrm= 2.30241054547 der= [0.73275446567250335, -0.44699907282868534, 0.76713040039375546, -0.0013953360350949574, -0.023962296968624737, -0.41627656464705654] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 115 chi2= 0.0617917637796 chi3= 0.017044427406 chi4= 0.00038088929184 chi5= 0 nrm= 2.30554308263 der= [0.73266586899775377, -0.44628309948300227, 0.7651685496433922, -0.001395336032963533, -0.023962297332886847, -0.41627677899674159] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 116 chi2= 0.0605789165979 chi3= 0.0171162097336 chi4= 0.000365002751783 chi5= 0 nrm= 2.3082893309 der= [0.7327482101092142, -0.44674058677468892, 0.7781735408900684, -0.001395336014143456, -0.023962300540490693, -0.41627867623441089] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 117 chi2= 0.0601746152749 chi3= 0.0171368503998 chi4= 0.00037988614822 chi5= 0 nrm= 2.30907793503 der= [0.73290854009489048, -0.44632802736909494, 0.77291883921666427, -0.0013953360351073743, -0.023962296966799086, -0.41627656346152997] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 118 chi2= 0.06002166229 chi3= 0.0171386960664 chi4= 0.000385380301593 chi5= 0 nrm= 2.30914842804 der= [0.73278608190951633, -0.44617396548401633, 0.76920862677886481, -0.0013953360313839602, -0.023962297601492856, -0.41627693873367011] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 119 chi2= 0.0598463831734 chi3= 0.0171505415753 chi4= 0.000364838315071 chi5= 0 nrm= 2.30960076265 der= [0.73283951557219218, -0.44675352071331176, 0.78153824270831374, -0.0013953360081876583, -0.02396230155563904, -0.41627927658725855] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 120 chi2= 0.059614092718 chi3= 0.0171585145433 chi4= 0.0003941517608 chi5= 0 nrm= 2.3099051318 der= [0.73277526954775796, -0.44593320475448889, 0.76442738295475909, -0.0013953360351109966, -0.023962296966164746, -0.41627656311822231] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 121 chi2= 0.0588600964518 chi3= 0.017215380115 chi4= 0.000320102802023 chi5= 0 nrm= 2.31207393523 der= [0.73295754295363835, -0.44817554713531588, 0.83678994878007762, -0.0013953358992258393, -0.02396232012749468, -0.41629025835185779] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 122 chi2= 0.0586157116103 chi3= 0.0172103681021 chi4= 0.000359130209686 chi5= 0 nrm= 2.3118829255 der= [0.73281268031438507, -0.44695784960418433, 0.79943057095093673, -0.0013953359599662035, -0.023962309775577291, -0.41628413664778785] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 123 chi2= 0.0585084177269 chi3= 0.0172117727784 chi4= 0.000369191755496 chi5= 0 nrm= 2.31193646105 der= [0.73283011181759894, -0.44667386657199981, 0.79564149425608932, -0.001395335969127214, -0.023962308214032047, -0.41628321335616869] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 124 chi2= 0.0584032265053 chi3= 0.0172234456569 chi4= 0.00034352209959 chi5= 0 nrm= 2.31238125775 der= [0.73286440045946577, -0.44744282745075864, 0.81744086846062225, -0.0013953359271142907, -0.02396231537571579, -0.41628744764758069] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 125 chi2= 0.0582453817629 chi3= 0.0172327297629 chi4= 0.000334004270005 chi5= 0 nrm= 2.31273492233 der= [0.73285368123591921, -0.44772931802297677, 0.82292001862343911, -0.0013953359145844641, -0.023962317511606018, -0.41628871047526672] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 126 chi2= 0.058065194136 chi3= 0.0172381992016 chi4= 0.000366747129943 chi5= 0 nrm= 2.31294322808 der= [0.73282240713461921, -0.44674954853372495, 0.7991385757028977, -0.0013953359567837862, -0.02396231031812741, -0.416284457409272] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 127 chi2= 0.0579755644937 chi3= 0.0172536388871 chi4= 0.000315920257852 chi5= 0 nrm= 2.31353107642 der= [0.73290996635505701, -0.44832131505929301, 0.84376801132612744, -0.0013953358756595504, -0.023962324146901502, -0.41629263354767015] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 128 chi2= 0.0577766666925 chi3= 0.0172522941184 chi4= 0.000342399584785 chi5= 0 nrm= 2.31347988635 der= [0.73282142560649799, -0.44748332505964677, 0.82038766814953046, -0.0013953359116887188, -0.023962318004686976, -0.41628900234315613] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 129 chi2= 0.0577232538023 chi3= 0.0172600996025 chi4= 0.000326089489552 chi5= 0 nrm= 2.31377698269 der= [0.73289184035811827, -0.44800515307704092, 0.83822854533781344, -0.0013953358820048055, -0.023962323065273978, -0.41629199404819317] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 130 chi2= 0.0575681500686 chi3= 0.0172794170593 chi4= 0.000294210177577 chi5= 0 nrm= 2.31451196493 der= [0.73291859639921275, -0.44904816188335511, 0.86429254576005865, -0.0013953358324967579, -0.023962331504626441, -0.41629698374011659] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 131 chi2= 0.0570245392402 chi3= 0.0173845671933 chi4= 0.000211205271821 chi5= 0 nrm= 2.31850548703 der= [0.7331123934032423, -0.45231569757995393, 0.95993778046962364, -0.0013953356567405521, -0.02396236146343687, -0.41631469693276524] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 132 chi2= 0.0550616390787 chi3= 0.0175419661322 chi4= 0.000275314831888 chi5= 0 nrm= 2.32446087644 der= [0.73289336964390461, -0.44956209103737999, 0.84168356233840835, -0.0013953360149039427, -0.023962300450504286, -0.41627856795336055] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 133 chi2= 0.0545324184475 chi3= 0.0175332864296 chi4= 0.000279142182741 chi5= 0 nrm= 2.32413316663 der= [0.73287770069578495, -0.44950772123107174, 0.86060616619482855, -0.001395335884103134, -0.023962322710928831, -0.41629177985122795] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 134 chi2= 0.0540984148617 chi3= 0.0175185235619 chi4= 0.000264231708759 chi5= 0 nrm= 2.32357559519 der= [0.73286247225198065, -0.4501259512986277, 0.89568068282024993, -0.001395335769371608, -0.023962342266017077, -0.41630334518450479] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 135 chi2= 0.0540152116612 chi3= 0.0175216723357 chi4= 0.000209586842927 chi5= 0 nrm= 2.32369453937 der= [0.73304874142206067, -0.4524580945172908, 0.97513863775482945, -0.0013953356068532139, -0.023962369969043388, -0.41631972512659604] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 136 chi2= 0.0538625313239 chi3= 0.0175177509777 chi4= 0.000229466937744 chi5= 0 nrm= 2.32354640938 der= [0.7329272535336776, -0.45156070634137058, 0.94689289859191983, -0.0013953356486700579, -0.023962362840628939, -0.41631551069764583] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 137 chi2= 0.0537928556388 chi3= 0.0175194629911 chi4= 0.000231947814757 chi5= 0 nrm= 2.32361108303 der= [0.73293056069095841, -0.45147482441260134, 0.94787043107418112, -0.0013953356443715962, -0.023962363573308214, -0.41631594397337135] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 138 chi2= 0.0530255305448 chi3= 0.0175639102289 chi4= 0.000242419019996 chi5= 0 nrm= 2.32528903372 der= [0.73295295944005023, -0.45108627461683032, 0.94514895799179965, -0.0013953356389931511, -0.023962364489955812, -0.41631648619235628] exp= [0.73288302351235435, -0.46521155433985789, 0.2902397919527418, -0.0013953371408822134, -0.023962315943708529, -0.4162800813108315] 0 -95.8103530623 1.38802447935 1 -83.3133504889 1.23769171997 2 -72.4463917295 1.11623177019 3 -62.9968623735 1.02236417461 4 -54.7798803248 0.955520439952 5 -47.6346785433 0.915787912988 6 -41.4214596029 0.903808763936 7 -36.0186605242 0.920598141549 8 -31.3205743689 0.967246711206 9 -27.2352820599 1.04445252227 10 -23.6828539651 1.15184367136 11 -20.5937860566 1.28704722634 12 -17.9076400493 1.44450442904 13 -15.5718609124 1.61406476469 14 -13.5407486195 1.77947928009 15 -11.7745640169 1.91698676112 16 -10.2387513191 1.99430409825 17 -8.90326201658 1.97039180262 18 -7.74196697094 1.79642408404 19 -6.73214519212 1.41832856771 20 -5.8540392975 0.781130190659 21 -5.09046895435 0.000242161612216 22 -4.42649474291 0.000134340639071 23 -3.8491258634 1e-12 24 -3.34706596817 1e-12 25 -2.91049214624 1e-12 26 -2.53086273586 1e-12 27 -2.2007502051 1e-12 28 -1.91369583052 1e-12 29 -1.66408333088 1e-12 30 -1.44702898338 1e-12 31 -1.2582860725 1e-12 32 -1.09416180218 1.28143114377e-06 33 -0.951445045371 1.61864347787e-06 34 -0.827343517714 0.0106796585784 35 -0.719429145838 0.0426838714069 36 -0.625590561598 0.00647258275608 37 -0.543991792694 1e-12 38 -0.473036341473 1e-12 39 -0.411335949107 1e-12 40 -0.357683434006 1e-12 41 -0.311029073049 1e-12 42 -0.270460063521 1e-12 43 -0.235182663931 1e-12 44 -0.204506664288 0.000634390945347 45 0.204506664288 1e-12 46 0.235182663931 1e-12 47 0.270460063521 1e-12 48 0.311029073049 1e-12 49 0.357683434006 1e-12 50 0.411335949107 1e-12 51 0.473036341473 1e-12 52 0.543991792694 1e-12 53 0.625590561598 1e-12 54 0.719429145838 1e-12 55 0.827343517714 3.97173132254e-05 56 0.951445045371 0.00784615489243 57 1.09416180218 0.00338891395743 58 1.2582860725 1e-12 59 1.44702898338 1e-12 60 1.66408333088 1e-12 61 1.91369583052 1e-12 62 2.2007502051 1e-12 63 2.53086273586 1e-12 64 2.91049214624 1e-12 65 3.34706596817 1e-12 66 3.8491258634 1e-12 67 4.42649474291 1e-12 68 5.09046895435 1e-12 69 5.8540392975 1e-12 70 6.73214519212 2.06065072962e-06 71 7.74196697094 0.67502083313 72 8.90326201658 1.10094572995 73 10.2387513191 1.30464207505 74 11.7745640169 1.35199588114 75 13.5407486195 1.26492727686 76 15.5718609124 1.18970780459 77 17.9076400493 1.10088676198 78 20.5937860566 1.00830803695 79 23.6828539651 0.925229901261 80 27.2352820599 0.85964895308 81 31.3205743689 0.815922506743 82 36.0186605242 0.796065182583 83 41.4214596029 0.800735869162 84 47.6346785433 0.829955005755 85 54.7798803248 0.883603104368 86 62.9968623735 0.961750072109 87 72.4463917295 1.06486613058 88 83.3133504889 1.19395297661 89 95.8103530623 1.35062515746 n.1/ n.1/ancont.py n.1/coeff.0 n.1/coeff.1 n.1/coeff.2 n.1/coeff.3 n.1/coeff.4 n.1/coeff.5 n.1/coeff.6 n.1/coeff.7 n.1/coeff.8 n.1/coeff.9 n.1/Sig.1 n.1/Siom.0 n.1/Siom.1 n.1/Siom.2 n.1/Siom.3 n.1/Siom.4 n.1/Siom.5 n.1/Siom.6 n.1/Siom.7 n.1/Siom.8 n.1/Siom.9 n.1/Sres.0 n.1/Sres.1 n.1/Sres.2 n.1/Sres.3 n.1/Sres.4 n.1/Sres.5 n.1/Sres.6 n.1/Sres.7 n.1/Sres.8 n.1/Sres.9 n.1/history.dat n.1/chi2f.so n.1/coeff.10 n.1/coeff.11 n.1/coeff.12 n.1/coeff.13 n.1/coeff.14 n.1/coeff.15 n.1/coeff.16 n.1/coeff.17 n.1/coeff.18 n.1/coeff.19 n.1/coeff.20 n.1/coeff.21 n.1/coeff.22 n.1/coeff.23 n.1/coeff.24 n.1/coeff.25 n.1/coeff.26 n.1/coeff.27 n.1/coeff.28 n.1/coeff.29 n.1/coeff.30 n.1/coeff.31 n.1/coeff.32 n.1/coeff.33 n.1/coeff.34 n.1/coeff.35 n.1/coeff.36 n.1/coeff.37 n.1/coeff.38 n.1/coeff.39 n.1/coeff.40 n.1/coeff.41 n.1/coeff.42 n.1/coeff.43 n.1/coeff.44 n.1/coeff.45 n.1/coeff.46 n.1/coeff.47 n.1/coeff.48 n.1/coeff.49 n.1/coeff.50 n.1/coeff.51 n.1/coeff.52 n.1/coeff.53 n.1/coeff.54 n.1/coeff.55 n.1/coeff.56 n.1/coeff.57 n.1/coeff.58 n.1/coeff.59 n.1/coeff.60 n.1/coeff.61 n.1/coeff.62 n.1/coeff.63 n.1/coeff.64 n.1/coeff.65 n.1/coeff.66 n.1/coeff.67 n.1/coeff.68 n.1/coeff.69 n.1/coeff.70 n.1/pmesh.pyc n.1/ifunc.dat n.1/bfunc.dat n.1/gim.dat n.1/Sig.out n.1/Siom.10 n.1/Siom.11 n.1/Siom.12 n.1/Siom.13 n.1/Siom.14 n.1/Siom.15 n.1/Siom.16 n.1/Siom.17 n.1/Siom.18 n.1/Siom.19 n.1/Siom.20 n.1/Siom.21 n.1/Siom.22 n.1/Siom.23 n.1/Siom.24 n.1/Siom.25 n.1/Siom.26 n.1/Siom.27 n.1/Siom.28 n.1/Siom.29 n.1/Siom.30 n.1/Siom.31 n.1/Siom.32 n.1/Siom.33 n.1/Siom.34 n.1/Siom.35 n.1/Siom.36 n.1/Siom.37 n.1/Siom.38 n.1/Siom.39 n.1/Siom.40 n.1/Siom.41 n.1/Siom.42 n.1/Siom.43 n.1/Siom.44 n.1/Siom.45 n.1/Siom.46 n.1/Siom.47 n.1/Siom.48 n.1/Siom.49 n.1/Siom.50 n.1/Siom.51 n.1/Siom.52 n.1/Siom.53 n.1/Siom.54 n.1/Siom.55 n.1/Siom.56 n.1/Siom.57 n.1/Siom.58 n.1/Siom.59 n.1/Siom.60 n.1/Siom.61 n.1/Siom.62 n.1/Siom.63 n.1/Siom.64 n.1/Siom.65 n.1/Siom.66 n.1/Siom.67 n.1/Siom.68 n.1/Siom.69 n.1/Siom.70 n.1/gre.dat n.1/Sres.10 n.1/Sres.11 n.1/Sres.12 n.1/Sres.13 n.1/Sres.14 n.1/Sres.15 n.1/Sres.16 n.1/Sres.17 n.1/Sres.18 n.1/Sres.19 n.1/Sres.20 n.1/Sres.21 n.1/Sres.22 n.1/Sres.23 n.1/Sres.24 n.1/Sres.25 n.1/Sres.26 n.1/Sres.27 n.1/Sres.28 n.1/Sres.29 n.1/Sres.30 n.1/Sres.31 n.1/Sres.32 n.1/Sres.33 n.1/Sres.34 n.1/Sres.35 n.1/Sres.36 n.1/Sres.37 n.1/Sres.38 n.1/Sres.39 n.1/Sres.40 n.1/Sres.41 n.1/Sres.42 n.1/Sres.43 n.1/Sres.44 n.1/Sres.45 n.1/Sres.46 n.1/Sres.47 n.1/Sres.48 n.1/Sres.49 n.1/Sres.50 n.1/Sres.51 n.1/Sres.52 n.1/Sres.53 n.1/Sres.54 n.1/Sres.55 n.1/Sres.56 n.1/Sres.57 n.1/Sres.58 n.1/Sres.59 n.1/Sres.60 n.1/Sres.61 n.1/Sres.62 n.1/Sres.63 n.1/Sres.64 n.1/Sres.65 n.1/Sres.66 n.1/Sres.67 n.1/Sres.68 n.1/Sres.69 n.1/Sres.70 n.1/pmesh.py n.2/ n.2/ancont.py n.2/coeff.0 n.2/coeff.1 n.2/coeff.2 n.2/coeff.3 n.2/coeff.4 n.2/coeff.5 n.2/coeff.6 n.2/coeff.7 n.2/coeff.8 n.2/coeff.9 n.2/Sig.2 n.2/Sres.100 n.2/Sres.101 n.2/Sres.102 n.2/Sres.103 n.2/Sres.104 n.2/Sres.105 n.2/Sres.106 n.2/Sres.107 n.2/Sres.108 n.2/Sres.109 n.2/Sres.110 n.2/Sres.111 n.2/Sres.112 n.2/Sres.113 n.2/Sres.114 n.2/Sres.115 n.2/Sres.116 n.2/Sres.117 n.2/Sres.118 n.2/Sres.119 n.2/Sres.120 n.2/Sres.121 n.2/Sres.122 n.2/Sres.123 n.2/Sres.124 n.2/Sres.125 n.2/Sres.126 n.2/Sres.127 n.2/Sres.128 n.2/Sres.129 n.2/Sres.130 n.2/Sres.131 n.2/Sres.132 n.2/Sres.133 n.2/Sres.134 n.2/Sres.135 n.2/Sres.136 n.2/Sres.137 n.2/Sres.138 n.2/Siom.0 n.2/Siom.1 n.2/Siom.2 n.2/Siom.3 n.2/Siom.4 n.2/Siom.5 n.2/Siom.6 n.2/Siom.7 n.2/Siom.8 n.2/Siom.9 n.2/Sres.0 n.2/Sres.1 n.2/Sres.2 n.2/Sres.3 n.2/Sres.4 n.2/Sres.5 n.2/Sres.6 n.2/Sres.7 n.2/Sres.8 n.2/Sres.9 n.2/history.dat n.2/chi2f.so n.2/coeff.10 n.2/coeff.11 n.2/coeff.12 n.2/coeff.13 n.2/coeff.14 n.2/coeff.15 n.2/coeff.16 n.2/coeff.17 n.2/coeff.18 n.2/coeff.19 n.2/coeff.20 n.2/coeff.21 n.2/coeff.22 n.2/coeff.23 n.2/coeff.24 n.2/coeff.25 n.2/coeff.26 n.2/coeff.27 n.2/coeff.28 n.2/coeff.29 n.2/coeff.30 n.2/coeff.31 n.2/coeff.32 n.2/coeff.33 n.2/coeff.34 n.2/coeff.35 n.2/coeff.36 n.2/coeff.37 n.2/coeff.38 n.2/coeff.39 n.2/coeff.40 n.2/coeff.41 n.2/coeff.42 n.2/coeff.43 n.2/coeff.44 n.2/coeff.45 n.2/coeff.46 n.2/coeff.47 n.2/coeff.48 n.2/coeff.49 n.2/coeff.50 n.2/coeff.51 n.2/coeff.52 n.2/coeff.53 n.2/coeff.54 n.2/coeff.55 n.2/coeff.56 n.2/coeff.57 n.2/coeff.58 n.2/coeff.59 n.2/coeff.60 n.2/coeff.61 n.2/coeff.62 n.2/coeff.63 n.2/coeff.64 n.2/coeff.65 n.2/coeff.66 n.2/coeff.67 n.2/coeff.68 n.2/coeff.69 n.2/coeff.70 n.2/coeff.71 n.2/coeff.72 n.2/coeff.73 n.2/coeff.74 n.2/coeff.75 n.2/coeff.76 n.2/coeff.77 n.2/coeff.78 n.2/coeff.79 n.2/coeff.80 n.2/coeff.81 n.2/coeff.82 n.2/coeff.83 n.2/coeff.84 n.2/coeff.85 n.2/coeff.86 n.2/coeff.87 n.2/coeff.88 n.2/coeff.89 n.2/coeff.90 n.2/coeff.91 n.2/coeff.92 n.2/coeff.93 n.2/coeff.94 n.2/coeff.95 n.2/coeff.96 n.2/coeff.97 n.2/coeff.98 n.2/coeff.99 n.2/pmesh.pyc n.2/ifunc.dat n.2/bfunc.dat n.2/gim.dat n.2/Sig.out n.2/Siom.10 n.2/Siom.11 n.2/Siom.12 n.2/Siom.13 n.2/Siom.14 n.2/Siom.15 n.2/Siom.16 n.2/Siom.17 n.2/Siom.18 n.2/Siom.19 n.2/Siom.20 n.2/Siom.21 n.2/Siom.22 n.2/Siom.23 n.2/Siom.24 n.2/Siom.25 n.2/Siom.26 n.2/Siom.27 n.2/Siom.28 n.2/Siom.29 n.2/Siom.30 n.2/Siom.31 n.2/Siom.32 n.2/Siom.33 n.2/Siom.34 n.2/Siom.35 n.2/Siom.36 n.2/Siom.37 n.2/Siom.38 n.2/Siom.39 n.2/Siom.40 n.2/Siom.41 n.2/Siom.42 n.2/Siom.43 n.2/Siom.44 n.2/Siom.45 n.2/Siom.46 n.2/Siom.47 n.2/Siom.48 n.2/Siom.49 n.2/Siom.50 n.2/Siom.51 n.2/Siom.52 n.2/Siom.53 n.2/Siom.54 n.2/Siom.55 n.2/Siom.56 n.2/Siom.57 n.2/Siom.58 n.2/Siom.59 n.2/Siom.60 n.2/Siom.61 n.2/Siom.62 n.2/Siom.63 n.2/Siom.64 n.2/Siom.65 n.2/Siom.66 n.2/Siom.67 n.2/Siom.68 n.2/Siom.69 n.2/Siom.70 n.2/Siom.71 n.2/Siom.72 n.2/Siom.73 n.2/Siom.74 n.2/Siom.75 n.2/Siom.76 n.2/Siom.77 n.2/Siom.78 n.2/Siom.79 n.2/Siom.80 n.2/Siom.81 n.2/Siom.82 n.2/Siom.83 n.2/Siom.84 n.2/Siom.85 n.2/Siom.86 n.2/Siom.87 n.2/Siom.88 n.2/Siom.89 n.2/Siom.90 n.2/Siom.91 n.2/Siom.92 n.2/Siom.93 n.2/Siom.94 n.2/Siom.95 n.2/Siom.96 n.2/Siom.97 n.2/Siom.98 n.2/Siom.99 n.2/gre.dat n.2/Sres.10 n.2/Sres.11 n.2/Sres.12 n.2/Sres.13 n.2/Sres.14 n.2/Sres.15 n.2/Sres.16 n.2/Sres.17 n.2/Sres.18 n.2/Sres.19 n.2/Sres.20 n.2/Sres.21 n.2/Sres.22 n.2/Sres.23 n.2/Sres.24 n.2/Sres.25 n.2/Sres.26 n.2/Sres.27 n.2/Sres.28 n.2/Sres.29 n.2/Sres.30 n.2/Sres.31 n.2/Sres.32 n.2/Sres.33 n.2/Sres.34 n.2/Sres.35 n.2/Sres.36 n.2/Sres.37 n.2/Sres.38 n.2/Sres.39 n.2/Sres.40 n.2/Sres.41 n.2/Sres.42 n.2/Sres.43 n.2/Sres.44 n.2/Sres.45 n.2/Sres.46 n.2/Sres.47 n.2/Sres.48 n.2/Sres.49 n.2/Sres.50 n.2/Sres.51 n.2/Sres.52 n.2/Sres.53 n.2/Sres.54 n.2/Sres.55 n.2/Sres.56 n.2/Sres.57 n.2/Sres.58 n.2/Sres.59 n.2/Sres.60 n.2/Sres.61 n.2/Sres.62 n.2/Sres.63 n.2/Sres.64 n.2/Sres.65 n.2/Sres.66 n.2/Sres.67 n.2/Sres.68 n.2/Sres.69 n.2/Sres.70 n.2/Sres.71 n.2/Sres.72 n.2/Sres.73 n.2/Sres.74 n.2/Sres.75 n.2/Sres.76 n.2/Sres.77 n.2/Sres.78 n.2/Sres.79 n.2/Sres.80 n.2/Sres.81 n.2/Sres.82 n.2/Sres.83 n.2/Sres.84 n.2/Sres.85 n.2/Sres.86 n.2/Sres.87 n.2/Sres.88 n.2/Sres.89 n.2/Sres.90 n.2/Sres.91 n.2/Sres.92 n.2/Sres.93 n.2/Sres.94 n.2/Sres.95 n.2/Sres.96 n.2/Sres.97 n.2/Sres.98 n.2/Sres.99 n.2/coeff.100 n.2/coeff.101 n.2/coeff.102 n.2/coeff.103 n.2/coeff.104 n.2/coeff.105 n.2/coeff.106 n.2/coeff.107 n.2/coeff.108 n.2/coeff.109 n.2/coeff.110 n.2/coeff.111 n.2/coeff.112 n.2/coeff.113 n.2/coeff.114 n.2/coeff.115 n.2/coeff.116 n.2/coeff.117 n.2/coeff.118 n.2/coeff.119 n.2/coeff.120 n.2/coeff.121 n.2/coeff.122 n.2/coeff.123 n.2/coeff.124 n.2/coeff.125 n.2/coeff.126 n.2/coeff.127 n.2/coeff.128 n.2/coeff.129 n.2/coeff.130 n.2/coeff.131 n.2/coeff.132 n.2/coeff.133 n.2/coeff.134 n.2/coeff.135 n.2/coeff.136 n.2/coeff.137 n.2/coeff.138 n.2/pmesh.py n.2/Siom.100 n.2/Siom.101 n.2/Siom.102 n.2/Siom.103 n.2/Siom.104 n.2/Siom.105 n.2/Siom.106 n.2/Siom.107 n.2/Siom.108 n.2/Siom.109 n.2/Siom.110 n.2/Siom.111 n.2/Siom.112 n.2/Siom.113 n.2/Siom.114 n.2/Siom.115 n.2/Siom.116 n.2/Siom.117 n.2/Siom.118 n.2/Siom.119 n.2/Siom.120 n.2/Siom.121 n.2/Siom.122 n.2/Siom.123 n.2/Siom.124 n.2/Siom.125 n.2/Siom.126 n.2/Siom.127 n.2/Siom.128 n.2/Siom.129 n.2/Siom.130 n.2/Siom.131 n.2/Siom.132 n.2/Siom.133 n.2/Siom.134 n.2/Siom.135 n.2/Siom.136 n.2/Siom.137 n.2/Siom.138 n.3/ n.3/ancont.py n.3/coeff.0 n.3/coeff.1 n.3/coeff.2 n.3/coeff.3 n.3/coeff.4 n.3/coeff.5 n.3/coeff.6 n.3/coeff.7 n.3/coeff.8 n.3/coeff.9 n.3/Sig.3 n.3/Sres.100 n.3/Sres.101 n.3/Sres.102 n.3/Sres.103 n.3/Sres.104 n.3/Sres.105 n.3/Sres.106 n.3/Sres.107 n.3/Sres.108 n.3/Sres.109 n.3/Sres.110 n.3/Sres.111 n.3/Sres.112 n.3/Sres.113 n.3/Sres.114 n.3/Sres.115 n.3/Sres.116 n.3/Sres.117 n.3/Sres.118 n.3/Sres.119 n.3/Sres.120 n.3/Sres.121 n.3/Sres.122 n.3/Sres.123 n.3/Sres.124 n.3/Sres.125 n.3/Sres.126 n.3/Sres.127 n.3/Sres.128 n.3/Sres.129 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