import numpy as np
import array
name = 'Generated Model' 
nbins = 90
observed = array.array('d',	[281.0, 262.0, 205.0, 190.0, 168.0, 161.0, 111.0, 93.0, 93.0, 77.0, 66.0, 57.0, 53.0, 42.0, 36.0, 26.0, 29.0, 20.0, 17.0, 14.0, 14.0, 14.0, 11.0, 11.0, 8.0, 2.0, 3.0, 8.0, 4.0, 6.0, 58.0, 50.0, 32.0, 45.0, 30.0, 32.0, 18.0, 34.0, 15.0, 21.0, 19.0, 11.0, 13.0, 21.0, 14.0, 11.0, 8.0, 10.0, 8.0, 10.0, 11.0, 13.0, 8.0, 4.0, 2.0, 7.0, 8.0, 3.0, 3.0, 8.0, 2.0, 5.0, 5.0, 2.0, 6.0, 5.0, 5.0, 5.0, 1.0, 4.0, 3.0, 2.0, 2.0, 4.0, 4.0, 5.0, 1.0, 1.0, 5.0, 3.0, 5.0, 4.0, 3.0, 4.0, 2.0, 2.0, 2.0, 1.0, 2.0, 2.0]	)
background = array.array('d',	[281.80598528579128, 245.64209004301136, 208.23733605067784, 176.75061803398566, 156.87409461715123, 133.25433527620848, 117.67429698022234, 98.942785074570835, 82.183381604744255, 70.314941739710704, 63.543436758265052, 55.301670289542642, 46.927816273240673, 41.2770125049353, 35.075202643926318, 27.843974511335489, 26.276195185734295, 20.872035611266718, 19.45544007147004, 16.572543182509545, 14.295663822729013, 11.415815002999528, 10.347011389899867, 8.5747655853237905, 8.8939186401181747, 6.9248645021713822, 6.5004532157625983, 5.3989302842685571, 4.3693473868939012, 3.7256869004498303, 46.017125173083294, 42.385526459909705, 38.845272238713314, 34.479926707126999, 32.191265485257397, 29.697224472751572, 26.440737547149649, 25.340434458572304, 22.847779901769648, 20.661499791499352, 18.608578188769354, 16.395618837110302, 15.060427189003383, 14.396361010048379, 12.946622146910808, 12.459630818939996, 11.591019814005898, 9.9010778060250644, 10.304175338430976, 8.07859157356895, 8.0177045992961276, 6.9334187133683649, 7.2009758124712899, 5.5970881326984836, 5.8230163594000768, 5.5797279981685719, 4.9850481638733974, 3.8195450531694282, 4.3495262448651992, 3.413079733147641, 5.3709084631301076, 4.3997429409477213, 5.0399804540312143, 4.6609059819552821, 4.506506114853531, 4.6906216412046842, 4.2350515865284661, 4.1459535243228416, 4.1537660237202694, 3.9499297156569897, 4.1329545354524102, 3.5674945772218067, 3.2124154358042736, 3.8092901829060932, 3.6077193873640754, 3.2106891136726996, 3.2480471052862496, 3.118979673161844, 2.8908403432724521, 2.9763090090573217, 2.8639952665553321, 2.8495682187157492, 3.4260350728700408, 2.9351197594436731, 2.3048384777257818, 2.6248207574249327, 2.206691642213491, 2.1616289215191191, 2.316249497874018, 2.4605614931266446]	)
covariance   = array.array('d',	[763.43035965018078, 639.7985520276859, 526.91957160261506, 433.0035793438949, 371.78925235687575, 306.14988178534048, 261.27771581639649, 211.3684734078854, 169.23413439846743, 140.30302244590735, 120.93576757588799, 101.45351849885689, 82.012360181069141, 69.191774961275783, 56.444770038938358, 42.373941429587333, 37.636947729835825, 28.243377843407956, 25.037101328579094, 20.037358610010308, 16.071007800391051, 12.39458793102998, 10.234537042912905, 7.7540778907411951, 7.351183640602545, 4.911652718614798, 4.4929095993426582, 3.251496919903575, 2.2826399138728726, 1.7589198142545028, 136.5557550803955, 113.78848900417546, 93.119461168275222, 72.91394038764129, 59.009313720834662, 45.654822867427207, 33.518055165509224, 24.764100024332137, 16.341783433567109, 8.6855678729354722, 2.9014489737175024, -2.1044679154564667, -6.3342194522101218, -9.9022722259499503, -12.397668192703389, -15.506778323473354, -17.623499221841765, -18.107242338483292, 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0.22958145012463108, 0.2345789790968722, 0.23750349797083595, 0.19377526761056169, 0.23802222260260408, 0.19432924239364571, 1.2555602344695302, 1.0568987313223286, 1.2367785930123742, 1.1815951488738332, 1.1499277955929406, 1.2305030140557633, 1.1348123607783231, 1.1246678427079202, 1.1579424204566806, 1.1232494059540601, 1.1867349730095269, 1.0510243057144337, 0.96782680925519526, 1.1660485174916095, 1.1245000604989106, 1.0166053997985036, 1.0462504996174438, 1.0230319255928939, 0.96228881448921877, 1.0090510345259613, 0.98597074767597548, 1.0002776069740151, 1.2212983426613986, 1.054711791071081, 0.83590297898403154, 0.97650475677610737, 0.83493666666506006, 0.83130860610406021, 0.89382404040059138, 1.0366914987306592]	)
third_moment = array.array('d',	[5442.911853653135, 3244.8208119773094, 1760.930188226642, 998.77013853278424, 647.0198441416851, 372.3129342094802, 238.19168315537496, 134.5581114549409, 75.65751432886313, 53.312272275176795, 37.02921152944046, 24.747781106504519, 16.554674704927262, 13.261048199987805, 8.9365039769252359, 5.1303495481460679, 4.2646032837675474, 2.8958000743528434, 2.3440666931903662, 1.4937004075816738, 1.2620130483129408, 0.75894710679629296, 0.69394965080038362, 0.44264714317710457, 0.51885977346257095, 0.29989839209612712, 0.28052154404006252, 0.21694440419160477, 0.13062996196380278, 0.10858312273700546, 138.48701917396326, 97.333768069456639, 69.479450475662929, 48.117091320233435, 38.43529228719737, 32.940172123127716, 25.45395074974461, 25.55211258822704, 20.744763766483345, 18.563116097806525, 14.992819860310943, 13.02918099635921, 11.819408505950477, 12.408716867612972, 10.832041808987233, 12.025802232881659, 11.499886059012793, 8.5257919991589013, 11.457395952465964, 6.6336206164598046, 7.8073190578500373, 5.7018185367540388, 7.5425083053568347, 3.9029882253980368, 5.2127326398563927, 5.2782255671696063, 4.2273677901792741, 2.3568810987024875, 3.8608385915106038, 2.1039644130151114, 4.096588649181867, 2.3311178622178779, 3.4318527658691513, 3.0268865460649241, 2.5415108735466108, 2.8543060888837926, 2.2780584038638447, 2.1153333284568165, 2.2457497846560965, 2.0208120051819716, 2.2525998917049832, 1.61433254961448, 1.2201728747321359, 2.0391618723679916, 1.8250623305357716, 1.3414732993690877, 1.5147029314856346, 1.3970784853650524, 1.1597381272706173, 1.3196445274580748, 1.2116513235218813, 1.3169622000128838, 2.2619947448097419, 1.4344105437355112, 0.74438022573822371, 1.2701561705683402, 0.80683685663138671, 0.80655755908593207, 0.96264836072952131, 1.3060697594211956]	)
signal = array.array('d',	[0.0, 0.8760676383972168, 1.6500988006591797, 2.3310067653656006, 2.9270126819610596, 3.4456961154937744, 3.894041061401367, 4.278481483459473, 4.6049394607543945, 4.878864765167236, 5.105268955230713, 5.28875732421875, 5.433560848236084, 5.543562412261963, 5.622325420379639, 5.67311429977417, 5.342737674713135, 5.0316009521484375, 4.738583087921143, 4.462629795074463, 4.202746391296387, 3.9579975605010986, 3.727501630783081, 3.5104289054870605, 3.305997371673584, 3.113471031188965, 2.932156562805176, 2.7614011764526367, 2.6005897521972656, 2.449143171310425, 0.0, 0.2255440205335617, 0.43775638937950134, 0.6372280716896057, 0.824526846408844, 1.0001980066299438, 1.1647652387619019, 1.318731427192688, 1.4625794887542725, 1.5967729091644287, 1.7217568159103394, 1.8379583358764648, 1.9457874298095703, 2.045637369155884, 2.137885808944702, 2.2228946685791016, 2.157198190689087, 2.0934433937072754, 2.0315728187561035, 1.971530795097351, 1.913263201713562, 1.856717824935913, 1.8018434047698975, 1.7485909461975098, 1.6969122886657715, 1.6467609405517578, 1.5980918407440186, 1.5508610010147095, 1.5050262212753296, 1.4605458974838257, 0.0, 0.12994906306266785, 0.2567979693412781, 0.38060224056243896, 0.5014163851737976, 0.6192941665649414, 0.7342885136604309, 0.8464512825012207, 0.9558337926864624, 1.0624864101409912, 1.1664586067199707, 1.2677992582321167, 1.3665562868118286, 1.4627768993377686, 1.5565075874328613, 1.6477940082550049, 1.6281386613845825, 1.6087177991867065, 1.5895285606384277, 1.5705682039260864, 1.551833987236023, 1.5333232879638672, 1.5150333642959595, 1.4969615936279297, 1.4791053533554077, 1.4614622592926025, 1.444029450416565, 1.4268046617507935, 1.409785270690918, 1.392969012260437]	)