mcintosh at research.telcordia.com
2009-Jan-29 14:05 UTC
[Rd] arima error calling optim (PR#13485)
Hardware: Reported by kernel as Intel P4/Xeon Extended Intel(R) Pentium(R) 4 CPU 3.40GHz stepping 01 OS: Fedora core 8 R version: 2.8.1 compiled from source Compiler versions: gcc-4.1.2-33 libgcc-4.1.2-33 gcc-c++-4.1.2-33 gcc-gfortran-4.1.2-33 Problem: The scripts below produce the following output: $ R --vanilla --slave --no-save <script1.R This one works This one does not work Error in optim(init[mask], armafn, method = "BFGS", hessian = TRUE, control = optim.control, : non-finite finite-difference value [1] Calls: arima -> optim Execution halted $ R --vanilla --slave --no-save <script2.R Run 1 Error in optim(init[mask], armafn, method = "BFGS", hessian = TRUE, control = optim.control, : non-finite finite-difference value [2] Calls: arima -> optim Execution halted Notes: This problem was hard to reproduce. Notice that "yd" is essentially roundoff error. (It's the error introduced by writing the original "yy" out and reading it back again.) The second script might reproduce the problem more easily if the RNG sequence is reproducible. The original dataset does not have these representation problems. Unfortunately the owner considers it proprietary. Releasing it is not my decision to make. Script 1: `yy` <- c(-0.840690131460208, -1.40450829756329, -1.29394465870196, -2.11230211794639, 1.05929530179925, -0.607353923575772, -0.226119110129078, -0.89646828730511, -0.148278814273618, -0.780939339185766, -1.2420940473049, 1.21677982563681, -0.0157304733819275, 0.704134485834278, -0.391817205006062, -0.0639358255628398, 0.789977753226263, 1.75792566759051, 1.12911592604021, -0.374014108104138, 0.28373171581024, 0.140689605135059, -0.206279471085428, 0.634951375557152, 0.89079574635072, 0.277858669176504, 1.23352653683379, -2.39984532875883, 1.28087822274765, -1.97945896821191, -1.48908655907393, -1.06764291017465, 1.65863605853845, -1.42218629593826, 2.67828538411911, -0.40335283489166, 2.12592030384331, 0.126065414197491, 0.869189253780132, -0.640882228874854, 0.936861134832615, -1.90179928632989, -0.880607896643904, 0.0944004150994985, -0.281002865806710, -0.316697984329877, 2.51367158211449, -0.861388680850758, 0.183184886995942, -0.169819926593865, 0.204200594551216, 0.16697919398577, -1.38679477745426, 0.40341840006803, 2.08551981979758, 1.61470124301643, 0.375407512112474, 0.0936698051629862, 0.281546254172161, 0.615434995237372, 0.348470668244732, 1.25097597586149, -0.945686921301967, -0.165317653240734, -0.123997451324621, -0.754154753895942, -0.615270784222242, -0.416296842603215, -0.470616059622267, -1.68650558373106, 0.876489364236355, 0.547879122022283, -1.73090496074911, 0.609761350979291, -1.9079853894824, -0.0223540674368216, 1.32773151889503, 0.893932306074729, 2.15473029517729, -1.19553704587258, -0.206149981767285, 1.60787049647948, 1.68187679544939, 0.451519161201612, -0.415017536775075, 0.205250754020979, -0.773949462055758, 1.36737836943093, -0.600046654553483, 1.23274982585232, -0.998231951375288, 1.73222671045037, 0.72632410072033, 1.11368999090966, -1.71958399881410, 0.871033219373517, -1.32894436828882, -0.0184276239344807, -2.5247269415326, -1.18182304224171, -0.531270057966367, -0.58678861250904, -2.12886389811719, -0.0446544623261375, 0.556005170491617, -0.477716620463226, 0.966136343067003, -0.512178520060399, 1.07065433516057, 1.40164762979659, 0.364649200903727, -0.126618399018314, 1.14113177817365, -0.341550601746757, 0.877678602140345, 0.917254027517884, -0.135870692221779, 0.529516280165112, -2.11210392038347, -0.797784736432461, -1.00079019617069, 2.26087789503914, 0.387714529165891, 1.08019521753992, -0.933546009165852, 0.559509039829687, 0.355614957578781, 0.683245533526791, -0.969667480854042, -0.476117155269606, -1.95294886044970, 0.905611750336983, -0.567360654385884, -1.03613460623193, 1.39078527090273, 0.331901084378441, 0.910548266367308, 0.877414775622641, 1.61398331754711, 0.117423508765227, 1.98096463437121, 0.94992006558381, 0.220348450104268, 0.105001087138020, -0.910881795550728, -0.995815719974953, 0.739745064132225, -0.0190631429509167, -0.560882214097405, 0.801139469184931, 0.692534095508309, 1.02349019355201, -1.34095167865017, 0.338063162307905, -0.537973794293519, -0.968131708631762, -1.09800448985329, 0.285805680922839, -0.719251595019427, -0.210723820699023, 0.224010400709853, -0.137001107298269, 1.55062470212058, 0.508250144256034, -0.603733200515719, -0.335311446955605, -0.479320299910534, -0.236511200832754, 0.00371667945861778, -2.34813814944937, 1.05726000685501, 0.179747072784616, -1.44327522285608, -1.49730753537626, 0.388773168677485, -0.484369110329069, 2.68831980397760, 1.17570101816545, 0.759762158660358, 1.17590120320304, 0.278920469680251, 0.610130973426969, 1.81616178238529, 0.338011582312414, -0.886655260127742, 0.340350794349858, 1.30087956807624, 2.20903164521989, 0.48682161456389, -0.878712037868352, -0.463582447579783, 0.152458297699680, 1.83213575809738, -0.550878581806268, -0.0408479070613953, -1.14170554083369, 1.17066859119531, 0.653181425243385, -0.533826744388777, -1.89818667510794, 0.668142259498847, -2.42656551318903, 0.835119444583113, 1.16590056116944, 1.29022656333077, -0.372826700032392, -0.464139209164253, 0.539824411039963, -1.07301218202746, 0.943937577876397, -0.79217449816665, 0.417300584976612, -0.720294511638699, 1.87345416526917, 0.430386575847369, -1.29547836043419, -0.401801035368302, 0.178134713024635, 0.55406906793636, 0.288510292251450, 0.585764522714884, 0.519527215431425, 1.26384993815631, -0.938727525750247, -0.820437776550901, 0.839956371467318, 0.104533487457143, -0.964433158991615, 1.05310607806406, 0.82071667320489, -0.754163658596942, 0.560302394670317, -0.71371373018632, 1.39035540934623, -0.803048453937822, -0.0092974636834572, -0.835982795356605, 0.102801916770428, 0.854160791189263, -0.832961175997597, -0.116342517950512, -0.82059668510259, 1.8872463119571, 0.71317793762561, -1.68002570170194, -0.253143921380861, 0.252754823139040, -0.293390766066574, -0.747624500804794, -0.326790837734053, 1.34914282332823, 0.279218461652672, 0.179899545439084, 1.57086161189677, -0.8312329860716, -0.525969538917517, 0.875014939877276, -0.208265338877627, -0.0293404082639141, 0.0215778139083191, 0.0917953789219502, 0.874303972802045, -0.591356266736863, -0.823011435123019, 0.0527399437861307, -1.53478175741282, -1.01194466861257, 0.0861558160585145, -1.19422218133594, -0.188655186272839, 0.472537806224619, 0.164738796883351, 1.37944336206983, -1.15000017389414, -0.994560678884363, -1.14368693832806, 0.385362199412152, 0.724615586979741, 0.624737093532537, 1.18884554541078, -0.846026095164592, -0.283323675129905, 0.762749537687769, -0.94298856675097, 0.426329846650416, -0.323245222374477, -1.10025045359974, -1.48334750393337, 1.85788457748588, 0.540501682046102, 0.784480697518638, 0.410150749818478, -0.0405093523125161, 0.352994293523165, -0.0618254201393338, -0.136784692800631, 2.58068506452577, -0.288727247759506, -1.95608200044925, -0.381262645839809, -0.907259213067368, -0.444908086616175, -1.34593726388467, -0.704038384361968, 0.507597771647373, 0.246390843843337, 0.774464461126626, -0.488388109625396, 0.409916129930861, 0.387498924045661, -0.702260010337356, -1.12807647684658, -0.422463721953272, -0.535445646656505, 0.228807926016417, 1.14208738569036, 0.216891759265026, -0.123408723315514, 0.0290644183233145, -3.04856410256294, 0.234974197148210, -1.28133982856159, 0.862669420992227, -0.81752540464735, -0.175182735245281, -1.53891824872510, 0.10512013049836, -0.399660218891159, 0.0942455410301345, 0.869068572692629, -1.01411653072132, 0.0411021237291536, 1.5370524996664, -1.23666153187697, 0.354394224453905, -0.133328349893599, -0.687113628213178, 0.996994662468553, -0.888444758942794, -0.683404183361131, -0.817380771985826, -0.310529798386089, 0.716530643065964, 1.88522057274785, 0.457893201095741, 0.623562594627724, -0.0601385944733414, -0.0173049123447236, 0.195552082327883, -0.150555253107204, -0.0734034778339424, 1.34142469595703, 0.512479203543154, 2.31751657285253, 1.29623672522906, 0.440175408758416, 0.353400532805921, -0.730995097042405, 1.16058978249156, -0.463746296053063, 0.273138804972324, -1.12231290934862, 0.527970031217308, -0.526836435063541, -0.240216233760469, -0.00249533374831955, -0.0740827343508213, 0.6580811688138, -0.834658206085837, 0.741546728413868, 0.757571049273415, -1.08783677219989, 0.789622881239396, -0.665813077814629, 1.46558616175154, 2.41101539134996, 2.15173911200233, -1.39434121187184, 0.0125603712078982, 0.080171659553578, -1.38413087287245, 2.8262529166084, -0.267191138399221, -1.38156382676140, 0.092779105871715, 0.312729537340097, -1.14500010344488, 0.305012249803117, -1.25605521753349, 1.67976181788674, -1.02046272261049, 0.606877402826043, 0.475485680917476, 0.123486632611660, 1.59012521904442, 0.455594297098771, 1.34359279689395, 0.628307755855998, -0.53992168020491, 0.999701976746295, 0.0847687761771345, 1.05994454864451, -0.71791876080586, -0.0206873114189906, -1.52698743176923, -1.49353285522989, -0.877046516343654, 0.133580635722464, -0.865621578671365, -0.344344921653624, 1.25568975874886, 0.481011935157952, -1.54066779090999, -1.29158707484362, 0.319966939170940, 0.377372675569837, 1.58958090393379, 2.24565855417845, 1.05332030843742, 0.0406384651552341, 1.24389458387738, -1.62377917626387, 0.0769390280487874, -0.290660468837854, 0.0419268509135299, 0.624071445497283, -0.196809295275556, -0.323380376586895, 0.651404498817378, -0.250091353393167, 2.15583778129327, 1.42740310063701, -0.736390367788747, -1.44969112044885, -0.0850787846607928, 0.850436770479567, 0.681256739645353, -0.6098515754832, -0.31780179897751, -0.759189008754692, -0.399540907687982, 0.864719870498075, 0.757132662577872, 1.23499855820984, 0.0724588161029354, -0.442855515550773, 1.82990472786462, -0.587679778002965, -1.07395432610937, -0.325270098566879, -0.393282365503027, 0.119308121654312, 1.9152147824773, -0.316771818746397, -0.184514828363912, -0.711271802536048, -1.78893150963663, -1.36049160551652, 0.74123827498459, -1.26205782107618, 1.01333693637840, -0.308631259020657, 0.529798467539889, -0.0085716256073054, -1.12010284780002, -0.0498974801634198, 0.6904870915195, 0.840527001524749, -0.911812310249371, 0.504951562061213, 0.515709687173095, 2.13994455529447, 0.48601285685003, -0.765127818108483, -0.485968928428019, 0.296994122576485, 0.577102026593423, 0.784167756905208, -0.583275358551699, -0.605543128520339, 1.47420568377245, -0.320643313923355, -0.162542941176302, -1.15555144374556, -0.081543302362441, 2.50271190338851, 0.670415079589065, 0.403714876209011, 0.729898887912757, -0.781795108701126, 0.987181296079908, -0.523646574621954, -0.77810720585136, -0.252878543243552, 0.186098161269671, 0.467356532122708, -0.239625192126417, -0.309232148795641, 0.541616690600766, -0.79893631833108, -2.35257419720644, 1.73131906471714, 0.340341734641456, 1.16288912611549, 1.10922648681171, -1.24823213881572, -2.3850397340323, 1.20074273876558, -0.99813876195885, -0.72897084963075, -1.71038494722132, -0.293686869868386, 0.410899872114529, -0.351610946777801, 0.619542422375192, 0.374075802441872, -0.949622711444287, -0.111775555639892, 1.11698948667528, -0.522137029980708, 0.908636760087743, 0.544580553594325, 0.955764432353155, 0.361842373296796, 0.123106208648122, -1.96801839454992, -1.29254395175031, 0.171985837088715, -0.82430588803435, -0.532532682641037, -1.08754952672727, 0.586898008795016, 1.83641969749088, -0.0362927774825138, -1.17413367517086, -1.54962575420221, -1.66963544003937, 0.197286100109507, -0.0454432299770064, -1.83770127148819, -1.06730653169094, -0.167259456001220, 0.970728862998809, -0.975938701987086, -0.542873860094031, 1.77080306206768, 0.242984349026149, 0.296653101225955, -0.419606765331094, -0.449513181995977, -0.0781845999926611, 0.122351225488735, 0.696408912115317, 0.176689078155919, -1.98415137441390, 0.337259755678018, -0.602071331442156, 0.94830046810622, -0.526165896833768, 0.178825468764539, -1.57868731170312, 1.18600649395637, 0.126137174425962, -0.0407675595150254, -0.688213394135851, -0.388171659871452, -0.286059802392794, -0.772138352820674, -0.413160100335895, -0.698815861964459, -0.239271541762128, -0.0624771579286337, 0.080646582415968, 0.199426087769641, 1.02670452218549, -0.863734230959196, 0.500058757698541, 0.374799427752161, -0.497554268969082, 0.581640424464281, 1.14641041156045, -2.19393647874451, -1.48349066313815, -0.354074632091546, -2.00916006610373, 0.070658972038777, -0.679100218021465, -0.0779122408090768, 0.835287903743488, 0.0147477146502006, -0.865944453687329, 0.41274359304976, 0.664310927574973, 0.786438874148949, 0.440321658151525, -1.84961623893254, -0.416194284695101, -2.31206735111925, 0.802419440278075, 0.253012108350398, -1.43776112984782, -0.0588845809677416, 1.504119242128, 2.19790620904031, 0.0532729616260897, -1.13111207013085, -0.532272516088628, 0.190792129806963, -0.726796876478938, -1.25658580946750, 1.32639422405347, -0.612427842003563, -0.131568690881282, 0.293633976163618, -0.186924999701944, -1.87781303512962, -1.51687949086308, 0.910942963871329, -0.993503284526906, -0.623147962354737, -0.838479889848003, -1.05591531115586, 0.602387474885685, 0.518716398708719, 1.07998882975504, 1.36194698098474, -1.89987042948676, 0.373520085203419, 0.81545961890019, -0.785703493832914, 0.329032133307888, 0.260339440777304, 0.170370474022086, -0.589693795686468, 0.476341222455943, 0.310246552793955, -1.10425523032579, -0.530008514338533, -0.826072478240797, 1.20154490855315, -1.17594057045996, 1.09009571886058, 1.33172821651503, -0.00788551316997643, 0.755103026845178, 1.42396702314606, -1.10604772057710, 0.287980922449925, 0.315956100218193, 0.931589948630275, -0.54196123617554, -1.20137780188424, 1.11961405842455, 0.86979769096417, -1.11527846790909, -0.0023359675166655, 0.871315954213252, -1.53564474254927, 0.0373830043931667, -0.358510969324437, -0.0432701532571276, -2.10140977287569, -0.60200241565331, -0.498619017852437, -0.942619499271487, -1.32776631009061, -0.73846071069314, -0.439343015060345, 0.648825351168209, -0.124645732060933, 0.0258122435017299, 1.49765367813, -0.188435209996373, 0.845001366268212, 0.154732293349788, 0.29017112891514, -0.2802918402284, 0.291570069718954, -0.420080908249449, 0.355044821633954, -1.3849794492195, 0.0856803172579577, 0.729679441384085, 0.263793617689757, 2.11788168067991, -0.741177497731792, 1.26127313921720, -0.418386017217932, -0.392297089333424, 0.083548536285541, -0.387607091273179, 0.882287829434078, -0.576500146655974, 1.46338083506353, -0.91290807936345, 0.557231801348198, 1.50273174825544, 0.759179692402217, -0.0671384740801666, -1.04571529277450, 0.252508699544882, -1.51130157415422, -1.83222986271953, 1.42517681406780, -0.539213174363868, -1.92255757508270, 1.11491890779091, 0.168273610360022, -0.273769788981617, 2.02775533541283, -2.17897135276270, 0.281998784707382, -1.34786017588460, -1.79312564161281, 0.448934011496878, -0.426287179422488, -0.67065476831177, -0.228929015464126, -1.16117416069010, 0.297954777910865, 1.31401033421568, -2.40601301948693, -0.0948941690005386, -1.05755882923178, -1.55250531714077, -1.49278378766935, 0.641152697521116, 0.221057783527087, 0.469694585305377, 0.637434957928513, -0.00145963816425745, 1.00798527140819, -0.63795043888976, 0.286375919515529, 1.03002220232446, 1.20861829792270, -1.07711742592328, -0.477358366466218, 0.301081833760039, -1.38724098520843, -0.59568192761696, 0.585059523275552, 0.967216321630569, 0.91836343253826, 1.42415062138505, -0.921680247589871, 1.14335144948740, 0.264415379758485, -0.581343503598341, 0.154945052782282, 0.0639940325261636, 1.36062127088306, -0.249553045881261, -0.953502739168704, -1.66696972230238, 0.780302660023585, -0.0493636423865927, -0.52785865045857, -1.84452511499568, 1.63117118914048, 1.05783549416673, -1.02356436441626, -0.770882820491984, -0.156580093881625, 0.782369596387026, -0.373914022201161, -1.32412238362245, -0.526446921077027, 2.07014872208056, -0.367801769670053, -0.891491609230717, 0.00144414435614561, -1.05467365057067, 1.16567818562371, -0.339184363823701, 0.328928625776418, 0.254189164698428, 0.924479607993615, 0.535404636531169, -0.207809590971756, -0.886132018905938, 0.485710384579265, -0.748827779202784, 0.255126597142758, 0.313529433677476, 1.86525942488169, 1.30320678979599, -0.0850371396715938, 0.782289670311778, 0.521625119337767, 0.38386934156565, 0.733796229585409, 1.03533980535508, -0.469922167792048, -0.173944190119014, -0.455525494530579, -0.28915923618514, 1.43663862762549, 1.59907475395653, -1.20218927379180, -1.53866557553440, -0.644457204488695, 0.195184722017521, 1.65653103624158, 1.90208998118085, 0.074580445744758, -0.540943647198965, 0.334044478209159, 0.594729524641165, -0.864574834728664, -0.748529257482139, 0.12595412217302, 0.41401789443317, 0.719997199950555, -0.550497500012114, 0.601218061555748, -0.551766135467873, -0.50567563818055, -0.285186975235174, 0.0470273255185525, 0.254818245934305, 0.711416307162773, 1.09179707293091, 0.559044149262571, -2.24215419684190, 1.09027920778550, 0.776765388502631, 0.498055732923377, 0.369505919041193, 0.677435513193204, -0.288348780564807, -0.42620501151372, 0.817130475848047, 0.266804762703021, 0.748115773668517, -0.374533187975246, -0.195154277117867, 1.0378659520491, -1.16483866547479, 0.438708651950298, -1.58589892490082, 0.270559950311753, 0.242135763773341, 0.0935968676689364, -0.710977677140479, -0.281655674777306, 0.771593883549318, -1.70843025102399, 1.57005197874806, -0.789866842578523, -0.555901720528284, -1.13787856827059, -0.0233117683379627, 1.87595892301264, 1.88277359451124, 0.61340040778882, 0.339220252823854, 1.04876723688096, 0.111609867781861, 0.292099159403223, 0.756948882038754, 0.953800678475251, 0.799196626438825, -1.81514143605735, -0.843754825084763, -0.0478096317509276, 2.23859985433011, -0.00550601606186956, 1.25932174336444, 1.11628946861936, 0.288835844973054, 0.533447710591229, -1.24524278874342, 0.83430377540835, 0.456037211450233, 1.55730178323194, -0.557001640126917, -0.97954083181076, 1.32583651815059, -1.36392613407747, -0.0192040258389303, -0.0212923217233888, 1.32460013787885, -1.15994438754701, 1.75065914267000, 0.152377973987320, -1.14443006673117, -0.762666126508999, 0.230024257642875, -0.716357887601244, -1.31586562854855, -0.110225885281893, -0.976264803533448, -0.211132552275196, 0.608688381631994, 0.183399506477096, 0.478475807770913, -0.0475803520016981, -0.144652252727743, 0.987495455841422, -0.114999874280100, 0.233224512027675, 0.162785484987346, 1.62303332235342, 0.129783617142889, -0.429674988480246, 0.702733608906752, -0.592077146698622, 0.302007816128887, 1.16899282998415, -0.168381330115094, 1.15817816571115, -0.395250156680108, 2.08010578042951, -0.162195268897019, -0.116158527153716, -0.858953492867534, 0.81918264175627, -0.7212400027515, -0.137716296492207, -2.06627859410517, 2.19884620747468, -0.0125749380973498, 1.70913434606797, -0.144555102293208, 0.0836873997728926, -0.396308164359041, -0.354776217515407, -1.81667782326663, 1.17194145280012, 2.13744432391320, 0.830162653754605, 0.906917104871245, 0.194646587088641, 1.39334934575682, 1.91826011702085, -2.33000841272430, 0.359629067629063, 0.212330220427008, 0.320376318597972, 0.518792393817343, -1.17968946825374, 0.00683006548729135, -4.00180295263648, 0.0617472942235385, 1.04327047831670, 0.52340094156866, -1.15017149005248, 0.191016488110876, 0.471292175843189, -1.93931873317958, -0.534009235787725, 1.12669613947464, -0.591750667753711, 0.513584641373247, 0.86938081739698, 0.548759257148199, 0.701022520257442, 0.397613584435104, 0.284335071675008, 1.61521877206445, -0.304317948919622, -0.359377159414251, -0.0099008765423157, 0.276498614954682, -1.9029651614997, 0.233874038831776, 0.901317089337418, -1.05271424532241, -1.00949369586316, -0.485204296192535, 0.958142335570404, 0.0743022397188244, -1.12199784279282, 2.06200674414127, -1.32780217837901, 0.139536491626003, 0.63320108530791, 0.622972048546289, -1.30820297287744, 0.0749452206275407, 0.599885217229211, 1.17080060584762, 0.111580154550882, 2.22069951819341, 1.30065175041054, -1.56688123383205, -0.100432299413717, 1.13481368328142, 1.21810817649148, -0.933387325780808, 1.71476211093299, -0.0112350769821816, -1.30153124906002, -0.377660272025408, 0.505993244331378, 0.941154109072143, 0.77102849607808, 0.0725042942587335, 2.09161973121222, -0.879654988712056, 0.273578805241776, -0.64790011198878, 1.07696066445675, -0.8154940325416, 0.270935110005708, 0.202230558135502, 0.689054578914443, 0.674694186530012, -0.611537994797594, -1.59545179123207, -0.386889513554821, 0.340533395059924, 2.04955994037116, -1.87477895070576, -0.094434694796737, 1.72679016742442, -0.377960838818925, 1.73308388338398, 0.0184290789880763, 0.0464738350396028, 0.560863402372568, 0.0557106480321128, -1.09076455170366, 0.159630829985562, 1.60375741039551, -0.998534200482115, 1.44360975875030, -1.61274984695467, -0.567497738588217, -0.607292699592978, 0.965003061983236, -0.910539657910217, 0.380930269271552, 0.303770493614425, -0.357494206110972, 1.76004324444484, 0.128424493893218, -0.00025700807462912, -0.806006543852262, -0.115803336411743, 0.797953814650296, -0.749148107102, -0.291767398735442, -1.90677861872725, -0.709764435203341, -0.856465542941131, -0.0197272494152757, 0.0937896238625687, 0.275864455027501, -0.0797597989047341, 0.337110826190822, -0.227239551225028, 0.641671788110017, 1.78802260609969, -1.73497813763644, 0.8871973549211, 0.955029132119112, 0.814010287453995, 0.306535186941667, 1.35755758205079, -0.554185295423016, -0.334284052921307, 0.832983420318215, 1.29868730637295, -0.235972433921115, 1.30550562769379, -0.205096584484535, -0.91317190423267, -1.53083212611471, -0.349136852313809, -0.820803062441346, 0.889935386752815, 1.92692098578601, 1.81075541865645, -1.31452522218374, -1.06453341652919, 0.103310099137647, 0.138125875802759, 0.252854392639004, -0.73675610765038, 0.8675742852525, -0.179019393737280, -1.68492683241085, 0.340304205586119, -0.00702346408356909, 0.109422720070815, 0.753285983069792, 0.545582107527444, -0.273239462539068, -0.78765378250619, -0.260572790753242, -0.148572072275918, 0.350956616541204, 1.34093942762553, -0.308975583902049, -0.956320113386861, -1.10803940127736, -0.361637581668790, 0.666566577504044, 1.41585124467498, 0.314425448174709, 0.471260582672512, -0.0577601056506695, -0.374008732859979, 0.257585977534661, -0.274111971019176, -0.511932276892002, 2.37938605692732, 0.856499550867292, -1.14792998270851, -0.622495266860846, 0.144444502047619, 1.32478385004802, -2.46384783987959, 0.717714630678988, -0.527416482929374, -0.734051368200739, -1.13173039371885, 1.06624818654305, 1.56454211392810, -0.704508624933302, 1.98699151776478, -0.902328254985785, -0.927919346559421, -1.27297381398253, -0.269244918877019, 0.114250452411279, -1.09519446115506, 2.06131445319032, -0.454866632168003, 0.947477994318782, -1.25687107407457, 2.27614503918259, 0.0539093065674257, -1.83479772509982, -1.79304167578918, 0.221489588287694, 0.253082004523478, 0.268249506132774, -0.321037197070367, -0.393515853369597, -1.67714688637607, 0.171851063299134, -0.551456729749194, 0.485778631083587, 1.61096772733696, -1.27530269253871, -0.139817278682627, 0.124071131795680, -1.08632106943242, -1.58498411414791, -0.442799753860785, 0.721518170432995, 0.578168289907313, -1.94981795150426, -1.98729647309719, -0.539209715884223, 1.84890114793435, -1.48087285261068, -0.678245068892832, -0.99501645827757, -2.46155962709222, 3.46595347856157, 2.59183544170237, -0.292466272695688, -0.686160602406745, 0.439360223090764, -0.461660703815587, -1.37511954151239, -0.454470602998719, -0.178806602923778, 1.67010732822361, 0.869031797324198, -0.451400549242078, -0.627392843716514, -0.566317630129823, -0.493081085737239, 1.98234606530761, -0.339992826206061, -0.241182304326508, 1.17382671631880, -0.195269431719309, 0.307469128261357, 2.26288015220138, -1.11951520670943, 0.478415393547573, 0.27748417441846, -0.286985839099211, -1.23005538658564, -0.353338001840546, -0.240874594629638, -0.914212304205874, -1.02523435423539, -0.336122589652262, 0.244342925542197, -0.494734199404275, 0.387436672591457, 0.0698283054990922, 0.84125495220197, 0.169254573529889, -0.643544128424493, 0.698474106156157, -0.791846085332904, 1.87923558226674, 1.37473093040503, -0.148936510251604, 0.425290272608244, -0.614213568713231, 0.922223211630492, -1.27356850006011, -0.922599196137881, 0.786970077565374, 0.760739630438798, -0.331005821467472, -1.40388688079103, -1.45852593437219, -0.609499355074093, 0.735096615456253, 0.486588777938785, -0.912469510355147, 1.28324268665726, -0.6998294790371, 1.09727111248586, 2.45719932871509, 1.07386598793418, 0.0677105929003263, -1.01349386652146, -1.01791161132688, -1.26792084438938, 0.554649140324944, 1.01126407771088, 0.367317010075944, 1.53999756455162, 0.0200137521816615, 1.27084072465202, -0.152487362760140, -1.8320567813574, -0.203253034445207, -0.525909060957721, 0.191314274892016, 0.0305494386660278, -0.59557297463332, 1.51995134760004, -0.620936106572781, -1.38155393052020, -0.929878076151318, 1.27328388345462, -1.86200028438669, -0.416056105367609, -0.795719119426427, 0.75165246608368, -0.241866099089196, -0.202382434427799, -0.629150610974796, 0.338185322067204, -0.986993779764113, -0.222492834290176, 0.529255529871565, -0.785998573860205, -3.37663010118087, -1.27714396964237, -0.0354992144976386, 0.937924571595946, 0.691939566497171, -1.52396380415815, 0.536570243264708, 0.77709058485582, 1.47957538685911, -0.176466381434999, 0.646642885557047, 1.04544837868221, -0.767818649443102, -2.07216626293734, 0.5344358225697, 0.990603971002157, -0.397006641327857, 0.879966699980307, 0.0634490863139123, -0.786979938299212, -0.145185511887209, -0.101159605005847, -2.70337117121590, -0.126645530302524, -1.56566583389718, 1.18448275331803, -1.06352460199838, 1.17312996409564, 0.406978431272582, 0.199141507692813, -1.00728467088114, 0.395986189733847, 0.74789444626741, -0.434966070907105, 0.565970915090677, -1.28574630060247, -0.967912614106643, 1.64463873564668, -0.226808475656731, -1.97229125383650, 0.594579633894323, -0.444685468795058, -0.40583694842499, -0.631286818537584, 0.925837711141467, 1.14049120655915, -1.69728492132810, -1.17352319551877, 1.19214577109402, 0.907857433390574, -0.0923434268790137, -0.0939094211733372, -0.877351189076048, -0.311603753625177, -0.201659002114484, -1.20537724311770, -0.51387517141378, 0.859694724733604, -0.94900985614759, 0.905386124599929, -1.65098752817120, 0.432433943801305, 0.53027679072159, 0.191351905974135, -1.04124036324357, -0.838533514743392, -0.745046299889776, -0.661163780477474, -0.0203931481200985, 0.373450466431704, -0.866159493919523, 1.66602465735676, 0.380271925451495, 0.0715817074896384, 0.991405778679616, -1.19967684705411, 1.04114777311158, 0.490645264855755, 0.251660188757364, 0.180061927095617, 1.68505853774456, -2.17089549756162, -1.12523274211776, 0.287866791713552, 0.152925165392944, -0.0607804359778418, 0.316917220898807, 2.70546720097948, -0.269077781028010, -1.04187954547388, 0.187324604552201, 1.48637237955222, 0.941758907055155, -0.659620153881713, -0.753188073650972, -1.02063045255115, -1.19833068268788, 1.33139934783629, 0.500719237179719, 1.20793292221464, -0.743431241344503, -1.34894687783647, 0.24221563903034, -1.63840125788094, -0.0648759402719248, 0.250763623454822, -2.07770283528580, 0.55558940964471, 0.787346512682287, -0.572346546756351, 0.290008666014316, -2.19178557499735, -0.146176854488478, 1.07510725572799, 0.590609707986298, 0.0371939120154225, 0.220364159619254, 0.106152545548600, 1.16986451976222, -1.27375240216042, -1.44836335936477, 0.559881814836823, 1.11064967858903, -1.859128970646, 0.351987138362894, -0.561446837034046, -1.35230956493596, 1.06250193553179, 1.91502463454126, 0.165461429993175, -0.127462928840205, -0.0209345390029897, 0.325629382061574, 1.73351486640591, 0.755733133050867, 1.35831323600449, 0.0587643754032217, -0.148738860349029, 0.997263727463973, -3.77339048152272, 1.05324375522749, 0.314865184468631, 0.0540189435958218, -0.496016792448048, 2.15724513226905, 0.165722929215546, -1.17724313232565, -0.674758923045003, 0.214524349050295, -1.43543578511018, -0.345306867707621, 0.71092073670458, 0.685688252480944, -0.063600506039241, -0.571495208873182, 0.78222720096802, 0.052524650048863, 1.19030866009983, -0.98448326859282, 0.63112034350804, 0.748413514808667, -0.964071702503998, -1.15077285730652, 0.400427511326532, 0.164642584281575, 0.317550897648767, 0.855700198130759, 1.51508077163272, -0.954751242336187, 0.272102091256056, -1.8552117408988, 0.556828246785497, 0.952557726158423, 1.03879624149239, -0.813738494437363, 0.612951467900235, 1.06349429850339, 0.734744174005956, 0.253504152141048, 0.960380730428086, 0.812052734275339, 0.170728649194322, 0.533687369371001, -1.47444340150188, -0.171307617757362, 1.83321602245542, -0.836582427045963, -0.929442859932066, -0.124944523617659, -1.5518619253069, -0.282421212031404, -0.491893072297921, -0.526313141569109, 0.54907222902868, -0.409370530748638, -0.00399874686399745, 0.33770078197569, 1.27015999727871, 1.20980036308455, 0.0822246859008502, -0.311850506993473, 0.60452053353476, -0.227415689917231, -0.769440788122828, 0.297146821931209, 0.319959950334811, 1.24116579548001, 0.147981652712037, -1.34157543000816, -0.63418315234088, 0.938058337412642, -0.847960433458717, 0.0247790668119801, -1.87687471347133, 0.156757415838239, 1.00712116596194, -0.585311508690574, -0.222719573586936, 1.10741196138843, -0.267598273550227, -2.21712295716631, 0.361246026649366, -1.08703994002552, -0.832819146917914, 1.58746675253009, -0.589534928171672, -0.0493960195216494, 0.0958154659489737, -2.17987278858107, -0.504241430075086, 0.550765491479302, -1.24747981435821, 0.976112381319866, -1.60683216207126, 0.86050105442158, 1.18232579890110, 1.74813954506503, 0.0705897043073214, 0.633075321471799, 0.476505472700023, -0.790787602736828, 1.07920970243537, 0.600343437806091, -0.126800632302646, 1.54017064925738, 1.04442761157514, -1.09623383373589, -0.210711617417684, -1.0789784370861, -0.0329392327908080, 0.160926621784923, 0.215473217454434, -0.0879581171454887, -0.456522591466711, -1.39652233074848, -0.268841970151683, -0.12149636222544, -0.620736657662057, -0.340198954153922, -0.900475021881756, -1.46868826832618, -0.140476979925221, -0.0543877697897587, -1.48228617204286, -0.598962861302337, -0.998232968046467, 0.389431123453394, 0.63055475658949, 0.382987784310497, 0.234070654414623, 1.35039560393014, 1.28460972087507, 1.83259887488678, 1.17101674417173, 0.820513881890826, 1.46224980200873, -0.890700083508661, -0.875748916953829, 1.47042579375323, -3.10710119339184, 0.20948136430522, 0.102464546894975, -0.793172728519324, -0.0118960930227127, -0.514189814233752, -0.317808875982276, -0.00778559055782594, -0.973291895840192, -1.54947451338867, -1.64128771910012, -0.059283237967415, -0.533033413858532, -0.808494284014745, 1.64594663552348, -0.572280538578606, -0.331518857906369, 0.0957038321309497, -1.35960704190436, 0.409371015680975, -0.151060478762868, -0.0337911506616560, -0.840757519070557, 0.933827767096857, -0.129729378524382, 0.723043048482418, 0.451793298551381, 1.13067790579345, 1.58642964534618, 0.00544368850975346, -1.92935899312504, -0.880590872914531, 0.781860684515152, 1.05738755351597, 0.0900271015819423, 0.80538575031258, 1.50780193896387, -0.295324551547371, 0.213173141168358, -0.264058307470331, -0.0099667084490777, 1.08083037685368, -1.49804216201271, -0.500855228020053, 1.66835394114003, -0.57044077333303, -0.0284379655337312, -0.110477436023389, -0.273305986229143, 0.79493131266236, 0.821154114415601, 0.904240505342357, 1.67247930590942, -2.57943391215294, 0.483698233718444, 0.713958707913093, -0.356763266612781, -0.0328247001756959, -0.184318892955012, 0.780901008501296, -0.470210155408324, 0.454365305661986, 0.598242463171053, 0.272429586516191, -0.553989809316755, -0.558565507941217, -0.248622590810624, -1.82451712520608, 0.938550909564601, -0.102232823845932, 0.055994179530898, 0.23160891442359, -0.944018311689892, 0.148797707026736, 0.532903053052318, -0.534609720482928, -0.214726523705616, 0.407659052148484, -0.562797458210746, 1.12234956277403, -0.212984679404496, 1.07359976313580, 0.608476189980204, 0.176222561840894, -0.497580303113466, -0.666020731636294, -0.80236812205792, -0.766125940763443, 0.346691592466946, 0.564487942819478, 0.390323919598311, -0.655144615751083, 0.615492764006428, 1.04652845647775, -1.98021022173873, 0.440877431698176, -0.0666766833684802, -0.579731126245429, -1.66237524923504, 0.109703194480705, 0.247624858518091, -0.000685110004977798, -0.780053936436778, -0.413985813088028, -0.327377148099347, -1.40398485493702, 0.0996682986363143, 0.0204501472882174, 0.281251757922977, -1.04502379543106, 0.643468228328536, 0.360635522214246, -0.67419650330072, 0.337986850768114, 0.227711218577489, 1.73790994824529, -0.557706409830536, 0.678759178642586, -0.602963173958065, 1.41413920832205, 0.377275540936933, -0.169832230037524, -1.26902097517109, 1.19570329625357, -0.110864657353297, 0.76872819543754, -1.04304831343078, -0.50814066956173, -1.62997702182406, -1.92643252674732, -0.58604176480621, 1.0679810144807, 1.29959712876624, 0.406040820429355, -0.119985443489058, -0.601099239099528, -1.94752368195012, 0.673887485897653, -0.338528727891041, -0.658984294536393, -0.278612788450376, 0.108398918834890, 0.766229910329707, -0.0343163858318422, -1.41243476453177, -0.495520216286397, 0.279410219334013, 0.938858724048605, 1.83660010352115, -0.877826173987853, 1.04309743729555, -0.52179374447242, 0.897924390074989, 1.90308914966918, 0.61384950048545, 0.297585159195147, 0.475841822346016, 0.233976521897962, -0.103969745763402, 0.31014845207687, -0.805629177873887, -0.553959423379381, 0.696126683615406, 0.377848476496444, 0.610916518705502, -0.818741573055781, 0.62234203653773, -0.263695621311298, 1.87078097118808, -1.47501548710429, 0.912111959091349, -0.589860986233675, 0.131991357219007, 0.446016954621267, 0.265355773293284, -1.08516695519246, -1.60138590451669, -1.87479052426232, 0.204933059703694, -0.627331670994047, -1.16698632885822, -0.574257322910893, 0.746656805054838, 0.0448403396300787, -1.17986144928716, 0.315190549061558, 0.323414791615978, 2.36358465797507, 0.756386455274183, 0.163701613647397, 0.462743299793155, 3.21850215056582, 0.302559272123594, 0.903897902838266, -1.18199665197783, -0.727734976730098, -0.79908871415953, -0.224448798997371, 0.65535562669085, 0.672358678082745, -1.84122561982858, 0.630553428538852, 0.777639859190241, -0.994013102373233, 0.191645395564772, 0.304018243044113, 0.462258202137283, 0.0697355012394914, -0.426562602587411, 0.803423118635298, 1.48828179683615, -0.993617344561106, 1.12757133629112, 0.167024350626329, 0.308295512122625, 0.0783935558968625, -0.0550079698815761, -1.01836932548489, -2.92155362615959, -1.01475454364858, 0.0442035829872547, -0.57163020085229, -0.843966833293626, -0.464463546985404, -0.551551970335692, 0.481379771931919, 0.171166805317111, 0.289886514185055, 1.92060779038578, -0.518657398953335, 0.249098776270677, -0.331039793965936, -2.38888222376660, -0.233710480590510, 0.950361541116174, -0.124130217009424, 1.40889573126782, 1.67283603982813, -0.834853997262613, 1.67720833665451, 0.503569337142027, 0.411231015739972, -1.41645156311433, -0.586343938691072, -0.295185516828303, 1.65010605311991, -0.730420430841232, -2.43022998013547, -2.76405191786103, -0.111859179658703, -0.284190489583653, -2.36755802289574, -0.236022622526782, -0.361904893157186, 0.0347180911055713, -1.84200374261526, -0.46368411523174, -0.682487094549016, 0.982168215873038, -1.4866268487041, 0.186682330064654, 1.06297747645585, 0.095008807480045, -0.257924661661987, -1.92245935940161, -0.66795230666392, -1.94199480015726, 0.766359995128608, -0.936485361831094) `yd` <- c(-4.44089209850063e-16, -3.77475828372553e-15, -4.44089209850063e-15, 1.33226762955019e-15, 1.55431223447522e-15, -3.33066907387547e-16, -4.16333634234434e-16, -4.44089209850063e-16, 0, 3.33066907387547e-16, 6.66133814775094e-16, -3.10862446895044e-15, 1.73472347597681e-17, -4.44089209850063e-16, -1.11022302462516e-16, 4.16333634234434e-17, -4.44089209850063e-16, 4.66293670342566e-15, -2.44249065417534e-15, 1.11022302462516e-16, 1.11022302462516e-16, -5.55111512312578e-17, 1.11022302462516e-16, -3.33066907387547e-16, -4.44089209850063e-16, -3.88578058618805e-16, 4.66293670342566e-15, -1.33226762955019e-15, 4.88498130835069e-15, 3.10862446895044e-15, 2.22044604925031e-15, 2.44249065417534e-15, -4.44089209850063e-16, 3.33066907387547e-15, 2.22044604925031e-15, -2.77555756156289e-16, -2.22044604925031e-15, 2.22044604925031e-16, 4.44089209850063e-16, 1.11022302462516e-16, 2.22044604925031e-16, -6.66133814775094e-16, 3.33066907387547e-16, 4.16333634234434e-17, -2.77555756156289e-16, 3.33066907387547e-16, 1.77635683940025e-15, 4.44089209850063e-16, 3.33066907387547e-16, -4.16333634234434e-16, 2.22044604925031e-16, 0, 3.77475828372553e-15, 1.11022302462516e-16, 3.5527136788005e-15, 2.22044604925031e-16, -3.33066907387547e-16, 1.38777878078145e-17, -1.11022302462516e-16, -2.22044604925031e-16, 0, -4.44089209850063e-15, -3.33066907387547e-16, -1.38777878078145e-16, -1.2490009027033e-16, 4.44089209850063e-16, 1.11022302462516e-16, -4.9960036108132e-16, 4.44089209850063e-16, -1.55431223447522e-15, -1.11022302462516e-16, -2.22044604925031e-16, 1.99840144432528e-15, -1.11022302462516e-16, 4.44089209850063e-16, -3.46944695195361e-18, 3.5527136788005e-15, 0, -3.5527136788005e-15, 3.99680288865056e-15, -2.22044604925031e-16, -6.66133814775094e-16, -4.88498130835069e-15, 3.33066907387547e-16, 0, 3.88578058618805e-16, -4.44089209850063e-16, 1.77635683940025e-15, 1.11022302462516e-16, -2.88657986402541e-15, 1.11022302462516e-16, 1.11022302462516e-15, -6.66133814775094e-16, 3.99680288865056e-15, -2.66453525910038e-15, -4.44089209850063e-16, 2.88657986402541e-15, -1.04083408558608e-17, 0, 1.77635683940025e-15, -3.33066907387547e-16, 4.44089209850063e-16, 2.22044604925031e-15, 0, 3.33066907387547e-16, 0, -3.33066907387547e-16, 4.44089209850063e-16, 3.99680288865056e-15, -3.33066907387547e-15, -1.66533453693773e-16, -4.16333634234434e-16, 0, 2.77555756156289e-16, 3.33066907387547e-16, 3.33066907387547e-16, 1.94289029309402e-16, 3.33066907387547e-16, -3.5527136788005e-15, 1.11022302462516e-16, 3.10862446895044e-15, -1.33226762955019e-15, 1.11022302462516e-16, -3.99680288865056e-15, 0, 2.22044604925031e-16, -1.66533453693773e-16, -2.22044604925031e-16, -4.44089209850063e-16, 1.66533453693773e-16, 2.44249065417534e-15, -1.11022302462516e-16, 4.44089209850063e-16, 4.44089209850063e-16, -1.33226762955019e-15, -1.11022302462516e-16, -4.44089209850063e-16, -1.11022302462516e-16, -2.88657986402541e-15, -4.71844785465692e-16, 1.99840144432528e-15, 2.22044604925031e-16, 2.22044604925031e-16, 1.52655665885959e-16, -3.33066907387547e-16, -2.22044604925031e-16, -3.33066907387547e-16, -2.77555756156289e-17, -1.11022302462516e-16, 1.11022302462516e-16, 0, -4.21884749357559e-15, -4.21884749357559e-15, 2.77555756156289e-16, -2.22044604925031e-16, -2.22044604925031e-16, 1.33226762955019e-15, -4.44089209850063e-16, 1.11022302462516e-16, 1.66533453693773e-16, -2.77555756156289e-16, 1.11022302462516e-16, 2.22044604925031e-16, 3.33066907387547e-16, 1.11022302462516e-16, -4.9960036108132e-16, 5.55111512312578e-17, 3.88578058618805e-16, -2.16840434497101e-18, 3.99680288865056e-15, -2.22044604925031e-16, -3.05311331771918e-16, -2.22044604925031e-16, 4.88498130835069e-15, -1.11022302462516e-16, 3.88578058618805e-16, 3.5527136788005e-15, -4.44089209850063e-15, 0, 2.88657986402541e-15, 5.55111512312578e-17, -4.44089209850063e-16, -2.66453525910038e-15, 5.55111512312578e-17, -1.11022302462516e-16, 4.44089209850063e-16, -3.33066907387547e-15, 8.88178419700125e-16, -1.11022302462516e-16, 3.33066907387547e-16, -4.44089209850063e-16, 1.94289029309402e-16, 8.88178419700125e-16, -3.33066907387547e-16, 2.77555756156289e-17, -2.44249065417534e-15, 2.22044604925031e-16, 1.11022302462516e-16, -3.33066907387547e-16, -8.88178419700125e-16, 1.11022302462516e-16, 3.10862446895044e-15, 1.11022302462516e-16, 3.5527136788005e-15, 3.77475828372553e-15, 1.11022302462516e-16, -5.55111512312578e-17, -1.11022302462516e-16, 2.88657986402541e-15, -3.33066907387547e-16, -5.55111512312578e-16, -2.77555756156289e-16, 2.22044604925031e-16, 3.99680288865056e-15, -3.33066907387547e-16, -4.66293670342566e-15, 1.66533453693773e-16, 1.94289029309402e-16, 1.11022302462516e-16, 4.44089209850063e-16, 0, 3.33066907387547e-16, 4.88498130835069e-15, 1.11022302462516e-16, 1.11022302462516e-16, -3.33066907387547e-16, 1.94289029309402e-16, 4.44089209850063e-16, 4.66293670342566e-15, 4.44089209850063e-16, 1.11022302462516e-16, -2.22044604925031e-16, 1.11022302462516e-16, -6.66133814775094e-16, -2.22044604925031e-16, 8.67361737988404e-18, -4.44089209850063e-16, -8.32667268468867e-17, 3.33066907387547e-16, 3.33066907387547e-16, -3.33066907387547e-16, 0, 1.77635683940025e-15, -1.11022302462516e-16, -2.66453525910038e-15, 3.33066907387547e-16, -2.77555756156289e-16, 2.77555756156289e-16, 0, 2.22044604925031e-16, -2.44249065417534e-15, 5.55111512312578e-17, -1.66533453693773e-16, 3.99680288865056e-15, -1.11022302462516e-16, 0, -1.11022302462516e-16, 4.71844785465692e-16, 3.81639164714898e-17, -3.46944695195361e-17, -4.16333634234434e-17, 3.33066907387547e-16, 0, 1.11022302462516e-16, 2.08166817117217e-17, -3.10862446895044e-15, -3.77475828372553e-15, -1.38777878078145e-17, 2.88657986402541e-15, 0, 2.22044604925031e-16, -4.71844785465692e-16, 4.66293670342566e-15, -4.44089209850063e-16, -1.11022302462516e-16, -3.5527136788005e-15, -1.11022302462516e-16, -2.22044604925031e-16, 4.44089209850063e-16, 3.77475828372553e-15, 1.11022302462516e-16, 3.33066907387547e-16, -4.44089209850063e-16, -7.7715611723761e-16, 1.66533453693773e-16, -1.11022302462516e-16, 1.33226762955019e-15, 1.55431223447522e-15, -4.21884749357559e-15, -1.11022302462516e-16, 2.22044604925031e-16, -3.88578058618805e-16, 0, 2.77555756156289e-16, 4.85722573273506e-17, 3.88578058618805e-16, 4.88498130835069e-15, 2.22044604925031e-16, 2.44249065417534e-15, -2.22044604925031e-16, -2.22044604925031e-16, -4.44089209850063e-16, -4.44089209850063e-16, 0, -2.22044604925031e-16, 2.4980018054066e-16, 4.44089209850063e-16, 2.22044604925031e-16, -4.44089209850063e-16, -1.11022302462516e-16, 4.44089209850063e-16, 6.66133814775094e-16, 2.22044604925031e-16, 1.11022302462516e-16, 2.77555756156289e-17, 4.44089209850063e-16, 8.32667268468867e-17, -1.11022302462516e-16, 0, 1.77635683940025e-15, -4.44089209850063e-16, -2.22044604925031e-16, -2.22044604925031e-16, -3.33066907387547e-16, 2.77555756156289e-17, 2.88657986402541e-15, -6.93889390390723e-17, 4.44089209850063e-16, -4.16333634234434e-17, 0, -8.88178419700125e-16, 4.16333634234434e-17, -6.66133814775094e-16, -1.55431223447522e-15, -5.55111512312578e-17, 2.22044604925031e-16, 2.22044604925031e-16, 1.11022302462516e-16, -1.11022302462516e-16, 1.11022302462516e-16, -1.11022302462516e-16, -1.11022302462516e-16, -2.22044604925031e-16, -2.44249065417534e-15, -3.33066907387547e-16, 1.11022302462516e-16, 0, 4.5102810375397e-17, -3.05311331771918e-16, 2.77555756156289e-16, 1.38777878078145e-17, -3.33066907387547e-15, -4.44089209850063e-16, 2.66453525910038e-15, -4.88498130835069e-15, 2.77555756156289e-16, 4.9960036108132e-16, -1.11022302462516e-16, 2.22044604925031e-16, -4.44089209850063e-16, -1.66533453693773e-16, -1.55431223447522e-15, 2.22044604925031e-16, 4.44089209850063e-16, -5.55111512312578e-17, -2.60208521396521e-18, 4.16333634234434e-17, 1.11022302462516e-16, 0, -1.11022302462516e-16, -2.22044604925031e-16, 3.33066907387547e-15, -1.11022302462516e-16, -2.22044604925031e-16, 2.22044604925031e-15, -3.99680288865056e-15, 1.33226762955019e-15, -4.44089209850063e-15, 1.04083408558608e-17, 0, 4.44089209850063e-15, 4.44089209850063e-16, -1.11022302462516e-16, 2.88657986402541e-15, 4.16333634234434e-17, 5.55111512312578e-17, 4.88498130835069e-15, -2.77555756156289e-16, 8.88178419700125e-16, -8.88178419700125e-16, 3.10862446895044e-15, -4.44089209850063e-16, -1.11022302462516e-16, -3.19189119579733e-16, 0, -5.55111512312578e-17, 4.44089209850063e-16, 3.33066907387547e-16, 1.11022302462516e-16, 1.11022302462516e-16, 4.16333634234434e-17, 3.5527136788005e-15, 0, -1.38777878078145e-17, -2.22044604925031e-16, 4.66293670342566e-15, -1.11022302462516e-16, 1.38777878078145e-16, -2.22044604925031e-16, -3.33066907387547e-16, -6.66133814775094e-16, -2.22044604925031e-16, 6.66133814775094e-16, -3.33066907387547e-15, 4.44089209850063e-16, 2.77555756156289e-16, -6.66133814775094e-16, 4.44089209850063e-15, -3.33066907387547e-15, -3.46944695195361e-17, -8.88178419700125e-16, 4.21884749357559e-15, -2.77555756156289e-17, -1.66533453693773e-16, -4.16333634234434e-17, 3.33066907387547e-16, -1.38777878078145e-16, -2.77555756156289e-16, 4.44089209850063e-16, -2.77555756156289e-16, 1.33226762955019e-15, -3.33066907387547e-15, -3.33066907387547e-16, -2.22044604925031e-15, 4.16333634234434e-17, -4.44089209850063e-16, -1.11022302462516e-16, 4.44089209850063e-16, 1.66533453693773e-16, 0, 2.77555756156289e-16, 4.44089209850063e-16, 3.33066907387547e-16, -3.99680288865056e-15, 1.38777878078145e-17, 3.33066907387547e-16, -4.21884749357559e-15, -3.33066907387547e-16, 8.88178419700125e-16, 2.77555756156289e-16, 2.77555756156289e-16, 2.35922392732846e-16, -1.33226762955019e-15, -3.88578058618805e-16, 3.60822483003176e-16, 4.44089209850063e-16, -3.10862446895044e-15, 2.22044604925031e-15, 5.55111512312578e-16, -3.10862446895044e-15, 4.66293670342566e-15, 2.77555756156289e-16, -1.11022302462516e-16, -1.73472347597681e-18, -2.22044604925031e-15, -6.93889390390723e-18, 3.33066907387547e-16, 1.11022302462516e-16, 0, 2.22044604925031e-16, 1.11022302462516e-16, -2.22044604925031e-15, 3.33066907387547e-16, -1.11022302462516e-16, 3.88578058618805e-16, -1.11022302462516e-16, -4.44089209850063e-16, 3.33066907387547e-16, -2.22044604925031e-16, -1.11022302462516e-16, 1.33226762955019e-15, -1.11022302462516e-16, 2.22044604925031e-16, -3.99680288865056e-15, 8.32667268468867e-17, 3.5527136788005e-15, -2.22044604925031e-16, 3.88578058618805e-16, 2.22044604925031e-16, -3.33066907387547e-16, -4.44089209850063e-16, 4.44089209850063e-16, -4.44089209850063e-16, 4.9960036108132e-16, -8.32667268468867e-17, 1.11022302462516e-16, -3.05311331771918e-16, -3.88578058618805e-16, 0, -3.33066907387547e-16, 2.66453525910038e-15, 1.33226762955019e-15, 4.44089209850063e-16, 1.55431223447522e-15, 1.77635683940025e-15, 6.66133814775094e-16, -1.33226762955019e-15, 2.66453525910038e-15, 7.7715611723761e-16, 0, 3.10862446895044e-15, 5.55111512312578e-17, 4.9960036108132e-16, 5.55111512312578e-17, -3.33066907387547e-16, 1.66533453693773e-16, 0, -9.71445146547012e-17, 4.21884749357559e-15, -2.22044604925031e-16, 1.11022302462516e-16, 1.11022302462516e-16, 2.22044604925031e-16, -5.55111512312578e-17, -2.22044604925031e-16, -3.99680288865056e-15, -4.44089209850063e-15, -1.38777878078145e-16, -5.55111512312578e-16, 0, -1.99840144432528e-15, -1.11022302462516e-16, -1.77635683940025e-15, -2.77555756156289e-17, 4.66293670342566e-15, -2.22044604925031e-16, -3.5527136788005e-15, -1.94289029309402e-16, 0, -1.55431223447522e-15, 1.11022302462516e-15, -4.71844785465692e-16, -4.44089209850063e-16, -1.11022302462516e-16, -1.11022302462516e-16, 1.33226762955019e-15, -3.88578058618805e-16, 4.44089209850063e-16, 1.11022302462516e-16, -3.88578058618805e-16, -1.38777878078145e-17, 3.33066907387547e-16, 2.22044604925031e-16, -1.11022302462516e-16, 2.88657986402541e-15, 3.33066907387547e-16, 3.33066907387547e-16, 3.33066907387547e-16, 3.33066907387547e-16, 2.22044604925031e-16, -2.88657986402541e-15, 2.66453525910038e-15, 3.05311331771918e-16, 4.85722573273506e-17, -3.33066907387547e-16, -2.22044604925031e-16, 1.66533453693773e-16, 2.22044604925031e-16, 2.22044604925031e-16, 2.22044604925031e-16, -1.11022302462516e-16, 0, 0, -4.71844785465692e-16, -1.33226762955019e-15, 4.44089209850063e-16, 1.11022302462516e-16, -2.77555756156289e-16, -1.66533453693773e-16, 1.11022302462516e-16, 2.66453525910038e-15, 0, 0, -2.22044604925031e-16, 3.10862446895044e-15, 6.93889390390723e-17, 3.33066907387547e-16, -1.38777878078145e-17, 1.11022302462516e-16, 0, 0, -5.55111512312578e-17, -4.44089209850063e-16, -4.44089209850063e-16, -3.88578058618805e-16, 4.21884749357559e-15, 0, -8.88178419700125e-16, 2.22044604925031e-16, -1.66533453693773e-16, -4.66293670342566e-15, 2.77555756156289e-17, 8.88178419700125e-16, -4.88498130835069e-15, 4.16333634234434e-17, 3.33066907387547e-15, -3.33066907387547e-16, 1.66533453693773e-16, 2.22044604925031e-16, 2.44249065417534e-15, 1.99840144432528e-15, 0, -2.22044604925031e-16, 1.66533453693773e-16, -2.77555756156289e-17, 2.44249065417534e-15, 4.44089209850063e-15, -1.11022302462516e-16, -2.22044604925031e-16, 1.11022302462516e-16, 2.22044604925031e-16, -4.44089209850063e-16, 4.44089209850063e-16, 0, 4.44089209850063e-16, 6.66133814775094e-16, 2.22044604925031e-16, -5.55111512312578e-17, -6.66133814775094e-16, 4.44089209850063e-16, 2.77555756156289e-16, 3.88578058618805e-16, 2.4980018054066e-16, 2.22044604925031e-16, -2.77555756156289e-16, -4.44089209850063e-16, -3.77475828372553e-15, -2.22044604925031e-16, -4.44089209850063e-16, -1.55431223447522e-15, -2.88657986402541e-15, 0, 2.88657986402541e-15, 3.46944695195361e-18, 1.11022302462516e-16, -4.88498130835069e-15, 1.11022302462516e-15, -3.33066907387547e-16, 3.33066907387547e-16, 0, 0, 4.44089209850063e-16, 1.77635683940025e-15, 4.44089209850063e-16, -2.22044604925031e-15, -1.30104260698261e-18, -3.33066907387547e-16, 1.77635683940025e-15, 2.77555756156289e-17, 1.11022302462516e-16, 2.77555756156289e-17, 3.99680288865056e-15, 0, 3.33066907387547e-16, -4.44089209850063e-16, -4.88498130835069e-15, 6.66133814775094e-16, -2.22044604925031e-16, 0, -4.71844785465692e-16, 3.12250225675825e-17, 8.88178419700125e-16, -2.4980018054066e-16, -2.22044604925031e-16, 4.44089209850063e-16, 5.55111512312578e-17, -2.22044604925031e-16, 1.66533453693773e-16, 5.55111512312578e-17, 3.33066907387547e-16, 1.33226762955019e-15, 0, 2.22044604925031e-16, -1.66533453693773e-16, 3.99680288865056e-15, -1.11022302462516e-16, -2.22044604925031e-15, -2.77555756156289e-16, -3.88578058618805e-16, -4.16333634234434e-17, -3.88578058618805e-16, 2.22044604925031e-16, -4.44089209850063e-16, 4.88498130835069e-15, 4.44089209850063e-16, -4.44089209850063e-16, 3.33066907387547e-15, -2.22044604925031e-16, 1.38777878078145e-17, 1.77635683940025e-15, 2.22044604925031e-16, -2.22044604925031e-15, 2.66453525910038e-15, -3.5527136788005e-15, 4.44089209850063e-16, 3.99680288865056e-15, -2.22044604925031e-15, 3.33066907387547e-16, 4.44089209850063e-16, 8.88178419700125e-16, 3.99680288865056e-15, -1.66533453693773e-16, -3.10862446895044e-15, -2.66453525910038e-15, 1.11022302462516e-16, 3.88578058618805e-16, 4.44089209850063e-16, 2.22044604925031e-16, -3.99680288865056e-15, 3.33066907387547e-16, 4.44089209850063e-15, 4.88498130835069e-15, 2.77555756156289e-17, -1.33226762955019e-15, -1.33226762955019e-15, -8.88178419700125e-16, -1.11022302462516e-16, 1.11022302462516e-16, 3.33066907387547e-16, 4.44089209850063e-16, 1.95156391047391e-18, 1.33226762955019e-15, 0, -5.55111512312578e-17, -4.88498130835069e-15, -2.44249065417534e-15, 4.66293670342566e-15, -2.77555756156289e-16, 0, 3.99680288865056e-15, -2.22044604925031e-16, 4.44089209850063e-16, -1.11022302462516e-16, 8.88178419700125e-16, -3.33066907387547e-15, -2.22044604925031e-16, -3.99680288865056e-15, 5.55111512312578e-17, 3.33066907387547e-16, 2.77555756156289e-16, 4.16333634234434e-17, 3.10862446895044e-15, -8.32667268468867e-17, 2.22044604925031e-16, -3.5527136788005e-15, -4.44089209850063e-16, 0, -2.22044604925031e-16, 2.66453525910038e-15, 3.10862446895044e-15, 3.77475828372553e-15, 3.10862446895044e-15, 1.11022302462516e-16, -2.22044604925031e-16, -3.33066907387547e-16, -4.9960036108132e-16, 2.22044604925031e-16, -3.33066907387547e-16, 0, -4.44089209850063e-16, -4.44089209850063e-16, 3.46944695195361e-18, 2.22044604925031e-16, 3.33066907387547e-15, -3.88578058618805e-16, 3.33066907387547e-16, -3.88578058618805e-16, -3.33066907387547e-16, 1.11022302462516e-16, 2.77555756156289e-17, 3.33066907387547e-16, -3.33066907387547e-16, -3.33066907387547e-16, -3.88578058618805e-16, -5.55111512312578e-17, -3.99680288865056e-15, -2.22044604925031e-16, 0, -1.11022302462516e-16, 3.33066907387547e-16, -3.33066907387547e-16, 0, 2.66453525910038e-15, 4.44089209850063e-16, -4.44089209850063e-16, 1.11022302462516e-16, -2.77555756156289e-16, 1.33226762955019e-15, 4.88498130835069e-15, 3.10862446895044e-15, 3.99680288865056e-15, 4.44089209850063e-16, -1.94289029309402e-16, 2.88657986402541e-15, 2.44249065417534e-15, 2.77555756156289e-17, 0, -1.66533453693773e-16, 3.33066907387547e-16, 1.11022302462516e-16, 2.22044604925031e-16, -5.55111512312578e-17, -3.88578058618805e-16, 4.44089209850063e-16, -3.33066907387547e-16, 0, -4.44089209850063e-16, 1.11022302462516e-16, -1.66533453693773e-16, -1.38777878078145e-17, -1.66533453693773e-16, -3.33066907387547e-16, -4.44089209850063e-15, -3.33066907387547e-16, 2.66453525910038e-15, 4.66293670342566e-15, 3.33066907387547e-16, -2.77555756156289e-16, 1.11022302462516e-16, 4.44089209850063e-16, -5.55111512312578e-17, -1.66533453693773e-16, 0, -1.11022302462516e-16, 2.22044604925031e-16, 2.77555756156289e-16, 2.77555756156289e-16, 0, 2.44249065417534e-15, -1.66533453693773e-16, 8.88178419700125e-16, -2.77555756156289e-16, 1.11022302462516e-16, 0, -2.22044604925031e-16, 2.77555756156289e-16, -1.11022302462516e-16, -1.77635683940025e-15, 1.11022302462516e-15, -2.22044604925031e-16, -3.33066907387547e-16, 0, 2.77555756156289e-17, -2.66453525910038e-15, 1.33226762955019e-15, -3.33066907387547e-16, -3.33066907387547e-16, -4.21884749357559e-15, -1.52655665885959e-16, 4.44089209850063e-16, 1.11022302462516e-16, 0, -1.11022302462516e-16, 1.33226762955019e-15, -1.11022302462516e-16, 2.08166817117217e-17, 3.10862446895044e-15, 3.46944695195361e-18, -4.88498130835069e-15, -3.33066907387547e-15, 4.9960036108132e-16, -2.22044604925031e-16, 4.44089209850063e-16, 7.7715611723761e-16, 5.55111512312578e-17, 4.44089209850063e-16, 0, 8.88178419700125e-16, 3.10862446895044e-15, -4.44089209850063e-15, -4.16333634234434e-17, -3.46944695195361e-18, 0, -1.33226762955019e-15, -3.10862446895044e-15, 1.66533453693773e-16, 2.88657986402541e-15, 2.22044604925031e-16, 2.77555756156289e-16, -4.44089209850063e-16, -1.77635683940025e-15, 0, -1.11022302462516e-16, -1.66533453693773e-16, 3.33066907387547e-16, 4.44089209850063e-16, 0, -6.93889390390723e-18, 5.55111512312578e-17, -1.11022302462516e-16, 3.88578058618805e-16, 1.38777878078145e-16, -4.71844785465692e-16, -4.66293670342566e-15, 1.11022302462516e-16, 5.55111512312578e-17, 0, -1.11022302462516e-16, -1.11022302462516e-16, -3.99680288865056e-15, 5.55111512312578e-17, 8.88178419700125e-16, -1.66533453693773e-16, 3.10862446895044e-15, 1.66533453693773e-16, 4.30211422042248e-16, -1.11022302462516e-16, 6.66133814775094e-16, 1.11022302462516e-16, 0, 4.44089209850063e-15, -4.44089209850063e-15, 1.56125112837913e-17, -4.44089209850063e-16, 2.4980018054066e-16, 4.16333634234434e-17, -4.44089209850063e-16, -4.44089209850063e-16, -1.77635683940025e-15, 4.88498130835069e-15, -3.5527136788005e-15, 1.11022302462516e-16, -4.44089209850063e-16, -1.11022302462516e-16, -1.99840144432528e-15, 1.77635683940025e-15, 3.99680288865056e-15, -1.66533453693773e-16, 1.66533453693773e-16, -5.55111512312578e-17, 2.22044604925031e-16, 1.77635683940025e-15, 1.73472347597681e-18, 4.44089209850063e-15, 0, -4.44089209850063e-15, -3.33066907387547e-16, 3.77475828372553e-15, 3.33066907387547e-16, 3.33066907387547e-16, -2.66453525910038e-15, 4.44089209850063e-16, -2.22044604925031e-15, -4.44089209850063e-16, -1.11022302462516e-16, 1.11022302462516e-16, -4.44089209850063e-16, -4.44089209850063e-16, 0, -3.33066907387547e-16, -3.10862446895044e-15, -3.88578058618805e-16, 4.9960036108132e-16, -3.46944695195361e-18, -4.44089209850063e-16, 8.88178419700125e-16, -3.33066907387547e-16, 1.11022302462516e-16, 1.99840144432528e-15, -4.44089209850063e-16, -4.44089209850063e-16, 0, 2.77555756156289e-17, -6.66133814775094e-16, 4.44089209850063e-15, 4.66293670342566e-15, -2.4980018054066e-16, -2.22044604925031e-16, 2.22044604925031e-16, 1.55431223447522e-15, -4.16333634234434e-17, 1.11022302462516e-16, -1.55431223447522e-15, 1.80411241501588e-16, -4.44089209850063e-15, -2.22044604925031e-15, -2.22044604925031e-15, 1.94289029309402e-16, 6.66133814775094e-16, 4.66293670342566e-15, 3.33066907387547e-16, -2.22044604925031e-16, -6.93889390390723e-18, -1.33226762955019e-15, -5.55111512312578e-17, -3.33066907387547e-16, -2.22044604925031e-16, -5.55111512312578e-16, -2.77555756156289e-17, -2.22044604925031e-15, 1.11022302462516e-16, -1.11022302462516e-16, -2.22044604925031e-16, 2.88657986402541e-15, -1.11022302462516e-16, -4.9960036108132e-16, -2.22044604925031e-16, 2.22044604925031e-16, 4.44089209850063e-16, -4.44089209850063e-16, 6.66133814775094e-16, -5.55111512312578e-17, 2.77555756156289e-16, -1.77635683940025e-15, -3.99680288865056e-15, -4.16333634234434e-17, 1.99840144432528e-15, -4.44089209850063e-16, -2.22044604925031e-15, 4.85722573273506e-17, -6.93889390390723e-18, 3.33066907387547e-16, -2.77555756156289e-17, -2.88657986402541e-15, -2.77555756156289e-17, -4.88498130835069e-15, -1.11022302462516e-16, 3.5527136788005e-15, -3.10862446895044e-15, -1.11022302462516e-16, -4.44089209850063e-16, -4.44089209850063e-16, 4.44089209850063e-16, 2.77555756156289e-16, -4.44089209850063e-16, 1.11022302462516e-16, 0, -5.55111512312578e-17, -1.62630325872826e-19, 4.44089209850063e-16, -1.80411241501588e-16, 3.33066907387547e-16, 5.55111512312578e-16, 2.22044604925031e-16, -8.88178419700125e-16, -1.11022302462516e-16, -2.22044604925031e-16, 2.08166817117217e-17, -4.16333634234434e-17, -5.55111512312578e-17, -1.38777878078145e-17, 4.9960036108132e-16, 5.55111512312578e-17, 4.44089209850063e-16, 4.44089209850063e-15, -3.33066907387547e-15, -1.11022302462516e-16, -3.33066907387547e-16, 3.33066907387547e-16, -1.11022302462516e-16, -1.77635683940025e-15, 4.44089209850063e-16, 0, 1.11022302462516e-16, -8.88178419700125e-16, -4.9960036108132e-16, -1.77635683940025e-15, -3.05311331771918e-16, 4.44089209850063e-16, -1.55431223447522e-15, -3.33066907387547e-16, 0, 1.11022302462516e-16, 2.66453525910038e-15, -3.77475828372553e-15, -2.44249065417534e-15, -1.33226762955019e-15, 1.38777878078145e-17, 1.11022302462516e-16, 2.22044604925031e-16, -1.11022302462516e-16, -7.7715611723761e-16, 3.33066907387547e-16, 2.22044604925031e-15, -2.22044604925031e-16, 4.33680868994202e-18, -3.88578058618805e-16, 1.11022302462516e-16, -1.11022302462516e-16, 2.22044604925031e-16, 7.7715611723761e-16, 1.11022302462516e-16, -4.71844785465692e-16, 3.88578058618805e-16, 2.88657986402541e-15, -3.33066907387547e-16, 0, 3.5527136788005e-15, 4.44089209850063e-16, 4.44089209850063e-16, 4.66293670342566e-15, -3.88578058618805e-16, 3.88578058618805e-16, 1.38777878078145e-17, -4.44089209850063e-16, -1.66533453693773e-16, -3.88578058618805e-16, 3.33066907387547e-16, 4.88498130835069e-15, 0, -2.22044604925031e-16, -4.44089209850063e-16, 4.9960036108132e-16, 4.21884749357559e-15, 1.33226762955019e-15, 3.33066907387547e-16, 0, -1.11022302462516e-16, -1.55431223447522e-15, 2.66453525910038e-15, -4.21884749357559e-15, -1.11022302462516e-16, 8.88178419700125e-16, 1.11022302462516e-16, -1.11022302462516e-16, -4.44089209850063e-15, -2.22044604925031e-16, -2.22044604925031e-16, -3.33066907387547e-15, 3.10862446895044e-15, -3.88578058618805e-16, -3.33066907387547e-16, 2.22044604925031e-16, 4.44089209850063e-15, -4.16333634234434e-17, -3.99680288865056e-15, 2.22044604925031e-15, 5.55111512312578e-17, -5.55111512312578e-17, 2.77555756156289e-16, -3.88578058618805e-16, 4.44089209850063e-16, 1.11022302462516e-15, -3.88578058618805e-16, 3.33066907387547e-16, 2.22044604925031e-16, 4.44089209850063e-15, 4.44089209850063e-15, -4.9960036108132e-16, -3.33066907387547e-16, -3.99680288865056e-15, -2.66453525910038e-15, -3.33066907387547e-16, -4.44089209850063e-16, 0, 4.21884749357559e-15, -8.88178419700125e-16, -4.44089209850063e-16, -4.44089209850063e-16, 1.77635683940025e-15, -2.22044604925031e-16, 9.9920072216264e-16, 1.33226762955019e-15, -4.44089209850063e-15, -3.10862446895044e-15, 5.55111512312578e-17, 0, -1.11022302462516e-16, -2.22044604925031e-16, 4.44089209850063e-16, 1.66533453693773e-16, 1.38777878078145e-16, -1.11022302462516e-15, -1.11022302462516e-16, -5.55111512312578e-17, -3.33066907387547e-16, 1.11022302462516e-16, -1.11022302462516e-16, 2.44249065417534e-15, 2.77555756156289e-16, -4.71844785465692e-16, -3.77475828372553e-15, -1.11022302462516e-16, -5.55111512312578e-17, -4.44089209850063e-16, 1.11022302462516e-15, -1.66533453693773e-16, 0, 3.33066907387547e-16, 3.5527136788005e-15, -3.88578058618805e-16, -2.4980018054066e-16, -2.22044604925031e-16, 2.22044604925031e-15, -4.44089209850063e-16, 4.71844785465692e-16, 3.88578058618805e-16, -3.33066907387547e-16, -1.38777878078145e-17, 0, 1.38777878078145e-16, 1.11022302462516e-16, 0, -1.11022302462516e-16, -1.33226762955019e-15, -4.44089209850063e-16, -3.60822483003176e-16, 0, -2.22044604925031e-16, 0, -1.77635683940025e-15, 0, 2.22044604925031e-16, 4.44089209850063e-16, 5.55111512312578e-17, -2.44249065417534e-15, -4.44089209850063e-16, 3.33066907387547e-16, 0, 3.88578058618805e-16, -1.11022302462516e-16, 3.10862446895044e-15, -2.22044604925031e-16, -1.99840144432528e-15, -3.10862446895044e-15, -2.44249065417534e-15, 2.77555756156289e-17, -3.10862446895044e-15, -4.66293670342566e-15, -1.99840144432528e-15, -2.22044604925031e-16, -8.88178419700125e-16, 4.9960036108132e-16, 2.66453525910038e-15, -3.12250225675825e-17, 4.44089209850063e-16, -4.44089209850063e-16, -1.11022302462516e-15, -4.71844785465692e-16, 1.11022302462516e-16, 3.33066907387547e-16, -2.08166817117217e-17, 0, 4.88498130835069e-15, -4.44089209850063e-16, 1.77635683940025e-15, 4.44089209850063e-16, -4.66293670342566e-15, 6.66133814775094e-16, 3.88578058618805e-16, 1.11022302462516e-16, 0, 4.44089209850063e-16, -4.71844785465692e-16, 4.44089209850063e-16, -3.88578058618805e-16, 2.22044604925031e-16, 4.16333634234434e-16, 0, 0, -4.44089209850063e-15, -1.33226762955019e-15, 4.16333634234434e-17, 2.22044604925031e-16, 3.33066907387547e-16, 1.33226762955019e-15, -1.11022302462516e-16, 6.66133814775094e-16, 2.66453525910038e-15, -3.05311331771918e-16, -4.44089209850063e-16, -3.5527136788005e-15, -2.22044604925031e-16, 2.22044604925031e-15, -1.11022302462516e-16, -3.33066907387547e-16, 3.33066907387547e-16, 4.44089209850063e-16, 0, -4.44089209850063e-16, -8.32667268468867e-17, 2.4980018054066e-16, -3.10862446895044e-15, -1.94289029309402e-16, 4.44089209850063e-16, 0, 8.88178419700125e-16, 3.5527136788005e-15, 1.11022302462516e-16, -2.77555756156289e-16, 8.88178419700125e-16, 3.88578058618805e-16, -4.44089209850063e-16, 2.77555756156289e-16, 2.22044604925031e-16, -3.5527136788005e-15, 0, 4.44089209850063e-16, -4.44089209850063e-16, -3.77475828372553e-15, -3.33066907387547e-16, -2.77555756156289e-16, -2.22044604925031e-16, -3.33066907387547e-16, -1.11022302462516e-16, 6.66133814775094e-16, -4.44089209850063e-15, 2.88657986402541e-15, 4.44089209850063e-15, 2.22044604925031e-16, -2.77555756156289e-17, -4.16333634234434e-17, -4.44089209850063e-16, -5.55111512312578e-17, 4.44089209850063e-16, 1.99840144432528e-15, -2.22044604925031e-16, -1.11022302462516e-16, -5.55111512312578e-16, -1.11022302462516e-16, -3.10862446895044e-15, 3.88578058618805e-16, 3.33066907387547e-16, -1.11022302462516e-16, -8.88178419700125e-16, -2.22044604925031e-16, 4.44089209850063e-16, 2.22044604925031e-16, -4.5102810375397e-17, -5.55111512312578e-17, -3.33066907387547e-16, 4.66293670342566e-15, 2.77555756156289e-16, 0, -2.22044604925031e-16, -4.44089209850063e-15, 2.22044604925031e-16, 3.88578058618805e-16, -3.33066907387547e-16, 4.71844785465692e-16, -2.22044604925031e-15, -2.22044604925031e-15, -3.99680288865056e-15, 2.77555756156289e-16, -2.4980018054066e-16, 3.46944695195361e-17, 4.9960036108132e-16, -1.77635683940025e-15, 3.33066907387547e-16, -3.10862446895044e-15, -2.77555756156289e-16, -4.44089209850063e-16, 4.44089209850063e-16, 0, 3.33066907387547e-16, -8.88178419700125e-16, 3.99680288865056e-15, 2.44249065417534e-15, 2.22044604925031e-16, -2.88657986402541e-15, -4.44089209850063e-16, -3.77475828372553e-15, -1.38777878078145e-16, 3.5527136788005e-15, -1.38777878078145e-17, -2.22044604925031e-16, -3.99680288865056e-15, 3.33066907387547e-16, 0, 0, 5.55111512312578e-17, 4.44089209850063e-16, -5.55111512312578e-17, 6.66133814775094e-16, 0, 4.16333634234434e-17, 2.77555756156289e-16, -1.94289029309402e-16, 4.21884749357559e-15, -1.99840144432528e-15, 6.66133814775094e-16, -1.11022302462516e-16, -3.33066907387547e-15, -1.11022302462516e-15, 0, -3.33066907387547e-16, 4.21884749357559e-15, -4.88498130835069e-15, 3.33066907387547e-15, -2.77555756156289e-16, -3.33066907387547e-16, 4.85722573273506e-17, -1.66533453693773e-16, 2.22044604925031e-15, -2.22044604925031e-16, -1.33226762955019e-15, -3.46944695195361e-17, 4.71844785465692e-16, 2.22044604925031e-16, 3.99680288865056e-15, 2.66453525910038e-15, 5.55111512312578e-17, 4.16333634234434e-17, -1.11022302462516e-16, 3.99680288865056e-15, 3.05311331771918e-16, 1.11022302462516e-15, -1.11022302462516e-16, -4.44089209850063e-16, 1.99840144432528e-15, -2.22044604925031e-16, -3.33066907387547e-16, 0, -2.77555756156289e-17, -1.11022302462516e-16, 3.33066907387547e-16, -1.38777878078145e-17, -6.66133814775094e-16, 4.44089209850063e-16, 1.11022302462516e-16, -3.33066907387547e-16, 1.11022302462516e-16, -1.11022302462516e-15, 2.22044604925031e-16, 3.88578058618805e-16, 4.44089209850063e-16, -1.11022302462516e-16, 2.22044604925031e-15, -3.33066907387547e-16, 1.11022302462516e-16, 8.88178419700125e-16, -3.33066907387547e-16, 0, -1.55431223447522e-15, -2.22044604925031e-16, 0, 4.44089209850063e-15, 3.33066907387547e-16, 4.44089209850063e-16, -4.44089209850063e-16, -2.22044604925031e-16, -4.44089209850063e-16, 4.44089209850063e-16, -4.44089209850063e-16, -4.44089209850063e-16, -4.44089209850063e-16, -4.44089209850063e-16, 4.44089209850063e-16, -2.22044604925031e-16, 4.44089209850063e-16, -1.66533453693773e-16, -4.44089209850063e-16, 2.22044604925031e-16, -5.55111512312578e-16, -2.77555756156289e-16, -4.33680868994202e-18, -1.11022302462516e-16, 3.33066907387547e-15, 4.44089209850063e-15, 2.77555756156289e-17, -4.44089209850063e-16, 0, -1.66533453693773e-16, 0, -5.55111512312578e-17, -4.44089209850063e-16, 4.66293670342566e-15, -2.4980018054066e-16, 3.99680288865056e-15, 0, -4.44089209850063e-16, -1.11022302462516e-16, -4.85722573273506e-17, 2.22044604925031e-16, 3.88578058618805e-16, 2.44249065417534e-15, 1.11022302462516e-16, 1.38777878078145e-16, -4.88498130835069e-15, 3.33066907387547e-16, 4.44089209850063e-16, 5.55111512312578e-17, -3.77475828372553e-15, -2.22044604925031e-16, -8.88178419700125e-16, -1.11022302462516e-16, 6.93889390390723e-18, 5.55111512312578e-17, -8.88178419700125e-16, -1.11022302462516e-16, 0, 2.66453525910038e-15, 4.44089209850063e-16, 1.33226762955019e-15, -1.11022302462516e-16, 4.66293670342566e-15, -1.11022302462516e-15, 0, -4.44089209850063e-16, 3.88578058618805e-16, -2.22044604925031e-16, -1.99840144432528e-15, 3.33066907387547e-16, 0, -4.44089209850063e-15, -4.21884749357559e-15, -3.99680288865056e-15, -3.05311331771918e-16, -4.44089209850063e-16, -4.16333634234434e-17, 3.05311331771918e-16, -3.33066907387547e-16, 4.16333634234434e-17, 2.22044604925031e-16, -3.5527136788005e-15, 1.66533453693773e-16, -1.38777878078145e-17, -3.33066907387547e-16, -4.44089209850063e-16, 4.44089209850063e-16, 0, 4.9960036108132e-16, 1.38777878078145e-17, 1.55431223447522e-15, 1.11022302462516e-16, -3.33066907387547e-16, 2.22044604925031e-16, 0, -2.22044604925031e-16, 2.77555756156289e-16, 4.88498130835069e-15, -8.88178419700125e-16, -2.22044604925031e-15, -1.77635683940025e-15, 2.22044604925031e-16, -1.99840144432528e-15, -1.11022302462516e-16, 1.11022302462516e-16, 4.88498130835069e-15, -8.88178419700125e-16, -1.94289029309402e-16, -4.85722573273506e-16, -3.33066907387547e-16, 1.38777878078145e-17, 3.33066907387547e-16, -2.77555756156289e-16, 2.60208521396521e-18, -4.44089209850063e-16, 4.21884749357559e-15, -4.44089209850063e-15, -6.93889390390723e-18, -4.44089209850063e-16, -3.33066907387547e-16, -6.66133814775094e-16, -4.44089209850063e-16, -3.33066907387547e-16, 0, 6.66133814775094e-16, -1.11022302462516e-16, -5.55111512312578e-17, -4.16333634234434e-17, 2.22044604925031e-16, 0, 8.32667268468867e-17, 3.33066907387547e-16, 3.88578058618805e-16, 1.99840144432528e-15, 2.22044604925031e-16, -2.60208521396521e-18, -1.55431223447522e-15, -2.22044604925031e-16, -2.22044604925031e-16, -1.77635683940025e-15, 4.16333634234434e-17, 6.66133814775094e-16, 3.77475828372553e-15, 3.33066907387547e-16, -4.9960036108132e-16, -3.33066907387547e-16, -3.46944695195361e-18, -2.66453525910038e-15, 2.44249065417534e-15, -4.44089209850063e-16, -4.66293670342566e-15, -3.33066907387547e-16, -2.08166817117217e-17, 1.94289029309402e-16, -3.88578058618805e-16, -2.22044604925031e-16, 4.44089209850063e-16, 1.11022302462516e-16, 2.66453525910038e-15, 4.44089209850063e-15, -4.44089209850063e-16, -2.22044604925031e-16, -5.55111512312578e-17, 0, -4.16333634234434e-16, -3.33066907387547e-16, -3.88578058618805e-16, -4.44089209850063e-16, -2.22044604925031e-16, -3.88578058618805e-16, 0, 3.33066907387547e-16, -3.88578058618805e-16, -2.44249065417534e-15, 4.44089209850063e-16, -2.91433543964104e-16, -4.85722573273506e-17, -8.32667268468867e-17, 3.33066907387547e-16, -1.11022302462516e-16, 3.33066907387547e-16, -1.11022302462516e-16, -1.94289029309402e-16, 3.88578058618805e-16, 3.33066907387547e-16, -4.44089209850063e-15, -5.55111512312578e-17, 1.77635683940025e-15, 4.44089209850063e-16, -3.33066907387547e-16, 3.33066907387547e-16, 0, 5.55111512312578e-16, 3.33066907387547e-16, 4.9960036108132e-16, 2.22044604925031e-16, 0, -2.22044604925031e-16, 4.44089209850063e-16, -2.22044604925031e-15, -3.5527136788005e-15, -2.77555756156289e-16, 2.77555756156289e-17, -1.11022302462516e-16, -2.44249065417534e-15, -3.46944695195361e-16, 1.11022302462516e-16, -1.08420217248550e-19, -4.44089209850063e-16, 3.88578058618805e-16, 2.77555756156289e-16, 4.88498130835069e-15, -1.38777878078145e-17, -3.81639164714898e-17, -1.66533453693773e-16, -6.66133814775094e-16, -2.22044604925031e-16, 2.22044604925031e-16, 0, 2.77555756156289e-16, -3.60822483003176e-16, 4.66293670342566e-15, 0, -2.22044604925031e-16, -4.44089209850063e-16, 3.5527136788005e-15, -1.11022302462516e-16, -3.05311331771918e-16, 1.77635683940025e-15, -1.11022302462516e-15, 2.22044604925031e-16, -2.22044604925031e-16, -1.33226762955019e-15, -4.44089209850063e-16, -3.77475828372553e-15, 1.11022302462516e-15, -1.11022302462516e-16, -2.22044604925031e-16, -3.77475828372553e-15, -2.77555756156289e-16, -1.52655665885959e-16, 3.33066907387547e-16, -2.22044604925031e-15, -2.22044604925031e-16, -1.11022302462516e-16, -4.44089209850063e-16, -2.22044604925031e-16, -1.52655665885959e-16, -4.44089209850063e-16, -1.38777878078145e-17, -3.10862446895044e-15, 3.88578058618805e-16, 4.44089209850063e-16, 4.44089209850063e-16, 6.66133814775094e-16, 1.11022302462516e-16, 4.44089209850063e-16, -4.44089209850063e-16, -2.22044604925031e-16, 6.66133814775094e-16, 0, -1.66533453693773e-16, 3.88578058618805e-16, 4.16333634234434e-16, -3.7470027081099e-16, 3.33066907387547e-16, 3.33066907387547e-16, -3.33066907387547e-16, 1.11022302462516e-16, -3.33066907387547e-16, -1.11022302462516e-16, -1.11022302462516e-16, -3.33066907387547e-16, -1.66533453693773e-16, 1.11022302462516e-15, -1.99840144432528e-15, -3.33066907387547e-16, 2.22044604925031e-16, 3.88578058618805e-16, 2.22044604925031e-16, -1.11022302462516e-16, 0, -3.5527136788005e-15, -1.55431223447522e-15, -2.77555756156289e-17, -4.44089209850063e-16, 2.88657986402541e-15, 1.11022302462516e-16, 0, -2.77555756156289e-17, 0, -4.9960036108132e-16, 3.33066907387547e-16, 2.22044604925031e-15, 2.22044604925031e-16, 2.22044604925031e-16, 4.44089209850063e-16, 8.88178419700125e-16, 2.22044604925031e-16, 2.22044604925031e-16, 2.88657986402541e-15, 1.11022302462516e-16, -4.44089209850063e-16, 1.94289029309402e-16, 2.22044604925031e-16, -3.33066907387547e-16, -1.11022302462516e-15, -4.44089209850063e-16, 1.11022302462516e-16, -2.22044604925031e-16, -2.4980018054066e-16, 3.33066907387547e-16, 3.33066907387547e-16, 4.16333634234434e-17, 4.9960036108132e-16, -3.33066907387547e-16, 1.99840144432528e-15, 1.11022302462516e-16, 1.33226762955019e-15, -2.77555756156289e-16, 2.77555756156289e-16, 4.16333634234434e-17, -6.93889390390723e-18, 1.77635683940025e-15, 8.88178419700125e-16, -2.88657986402541e-15, 4.85722573273506e-17, 0, 2.22044604925031e-16, 1.66533453693773e-16, 0, -3.88578058618805e-16, -3.33066907387547e-16, 3.88578058618805e-16, -2.22044604925031e-15, -2.22044604925031e-16, 2.77555756156289e-16, -2.77555756156289e-16, -4.44089209850063e-15, -4.44089209850063e-16, -1.11022302462516e-16, 2.91433543964104e-16, -4.21884749357559e-15, -1.55431223447522e-15, -2.22044604925031e-16, 6.66133814775094e-16, 1.11022302462516e-16, -4.9960036108132e-16, -4.88498130835069e-15, -2.22044604925031e-16, -1.66533453693773e-16, 2.44249065417534e-15, -4.44089209850063e-16, -2.22044604925031e-15, -3.10862446895044e-15, -2.91433543964104e-16, 0, 2.66453525910038e-15, -1.94289029309402e-16, 0, -2.77555756156289e-17, 2.44249065417534e-15, 2.77555756156289e-16, -3.33066907387547e-16, 4.44089209850063e-16, -1.11022302462516e-15, -2.77555756156289e-16, -1.99840144432528e-15, 4.16333634234434e-17, 1.66533453693773e-16, 4.66293670342566e-15, 0, -8.88178419700125e-16, 2.22044604925031e-16, 2.22044604925031e-16) cat("This one works\n") z <- arima(ts(yy), order=c(1,0,0),seasonal=list(order=c(1,0,0),period=64)) y <- yy + yd cat("This one does not work\n") z <- arima(ts(y), order=c(1,0,0),seasonal=list(order=c(1,0,0),period=64)) ------------------------------------------------------------------------------- Script 2: `.Random.seed` <- c(403L, 369L, 1859149215L, 650002671L, -1156138679L, -333493279L, 348638433L, 1680107254L, -1147967437L, 1056020536L, -1094521534L, 1700325529L, -1824977710L, 577131964L, -1998427685L, -1242169536L, 769502486L, 1908648216L, -345612971L, -189169486L, 1520654973L, 1251286583L, 1184986247L, 1520809270L, 130721409L, 2081747044L, 838322274L, -1073522666L, 1734105781L, 1798891861L, -689123819L, 1402317637L, 1810893968L, -1122544808L, 765763688L, 2145444833L, 1835869127L, -1638220713L, -195877692L, 202587885L, -924414672L, -1411434246L, 1592567025L, 1971199300L, -1187024425L, 1355666428L, 1371324085L, -1999237658L, -392681320L, -540015241L, -1833088931L, 699105389L, 1214217918L, -1591115476L, 487179757L, -1645369750L, -1130431023L, 1896105511L, 825808615L, -1387724352L, 1299326847L, -1263301392L, 1388545870L, 697548208L, 870474463L, 1925710362L, -1575346485L, -2136088514L, 490470811L, 638071333L, -615898573L, -1448502606L, -922796421L, 259432056L, 693560111L, 1244085125L, 2077678875L, 170665397L, -148519358L, -2092658155L, -1890905035L, 371134157L, 1824812067L, -1795646328L, -2055760195L, -1120208962L, 1838854317L, 291808880L, -781300725L, -48886090L, -2029117220L, 1774493839L, 1419110814L, 2071972190L, -1072869184L, 1460809141L, 918947793L, -857433847L, 1968088972L, -460964487L, -2042983634L, 1766929764L, -1361863891L, -1552829483L, 1383153439L, -387274792L, -541612361L, -247836198L, 1643997801L, -682276184L, 219442898L, 1140996763L, -1028211111L, 1170585698L, 508642094L, 1463232447L, 678105841L, 1477538785L, 1093777723L, -753479781L, 549338945L, -1817039408L, 1642454146L, -1202019548L, 751919343L, -1025538517L, 1499321340L, 173829819L, 983605834L, -400532795L, 490323468L, -987256278L, 1114498447L, 1305395058L, 729133679L, 1926505283L, -1709098197L, -566577443L, -2036404530L, 37915007L, -2003399839L, 1024054958L, -709199025L, -102038169L, -1015634875L, 2054242857L, 765929395L, -1684838899L, -205727008L, 693574709L, 1367196532L, 368129930L, 54354254L, 1063413909L, -1582612685L, -611433854L, -1954703210L, -1562753274L, -1538158521L, 1967002500L, 1553805562L, -528267139L, -793686176L, 1771529003L, 1700572856L, -248725018L, 545708505L, 478185141L, 106139117L, 237487946L, 646583820L, 617418289L, 581582727L, -114234603L, 696029870L, -1652649768L, -1857817319L, 399918593L, -118563888L, -1469383538L, 143439612L, 1070964316L, 1889989607L, 2090042737L, -1869145044L, 771829870L, -725085344L, 2035615474L, -1636156454L, -1163704345L, -1898489855L, 671652928L, -87935314L, -1967548372L, 639433050L, 432406710L, -1937025506L, -2146887326L, -1920767192L, 1690944416L, 1224461310L, -1063447358L, -79809923L, -553129959L, -1492846383L, 659657873L, 1801369454L, 1056509757L, -2052449861L, -1776020006L, -1187961605L, -529862325L, -431514193L, -1268860862L, 196474720L, 461188284L, -1006294941L, -1228682422L, 1736161575L, 391407666L, 767303235L, 1451250617L, -1038066454L, 1646492152L, -1445880666L, -1293036021L, -827131814L, -1000415375L, -1547051376L, -1603545573L, 809845792L, -1173395863L, -1522231305L, -2062359676L, 290288778L, 1902938242L, -217111151L, 881892700L, 442982714L, -1478873681L, 1087310946L, 1897163723L, 269996746L, 836334036L, 1331260762L, 1582358103L, 1685085577L, 742880863L, 599014501L, 116503132L, -435440305L, 1757396482L, 172820487L, 1756149061L, 1050052877L, 1785323558L, 576289115L, -311895990L, 1527811802L, 1378319190L, 916381951L, -1543355490L, 832398941L, -1921543061L, -1532282518L, 1338636661L, -395961840L, -1290632732L, -462043557L, -899700869L, 91416772L, 1074503132L, 1591921469L, -1546506289L, 241449806L, -1272376834L, -787024656L, -256692026L, -1315894695L, -1939967555L, 527738211L, -608054000L, -1126710793L, -1082097744L, 2059585721L, -978041365L, 1114654838L, -456881314L, -140743478L, -1531120958L, -31117139L, -2122352151L, -1542724041L, 1326683556L, -25069452L, -1739027406L, -2087174993L, -875155939L, 793358483L, -2018728304L, 1480107234L, -326030370L, -1421487832L, 1163375460L, -551308445L, 1134577272L, -1019455599L, -1954248853L, 1267749046L, 455458642L, 1931586301L, 1573482560L, 959846513L, 2132027507L, -2047289854L, -1027458455L, 1068095499L, 1346544606L, -1400048976L, -58000345L, 16227338L, -566955140L, 25117817L, 616740919L, 1173074949L, 616088317L, -1788370135L, -343494398L, -1168125264L, 89904753L, 1400001712L, -760272004L, -338361192L, 554638886L, -1878616283L, 289634244L, 772056301L, 523682450L, 1814129568L, -1193802480L, -1935034759L, 1019562616L, 1007792790L, -239642130L, -1513377500L, 824036702L, 1850965535L, 1474809992L, -146417711L, 1479289157L, 1993095810L, -98160814L, 1869804858L, -1038974485L, -648609758L, -1174209484L, -1946900632L, -1493346236L, 980776693L, -1637238148L, 865811446L, 1366544525L, -1624693966L, 1572236571L, -420131474L, 666941472L, 1266335420L, 866534947L, 1621421086L, -435524703L, -1900383309L, -962565887L, 2090200464L, -732808361L, 1080059781L, 1760034174L, 1803644294L, -653512996L, -1363243204L, -306219216L, 1997351813L, 329697318L, 2142461502L, 258615427L, -2134090295L, -676743049L, 1866107224L, 1521964024L, 1401774543L, -1802833L, -1624729217L, 615008870L, -167090123L, -665542801L, -1920591557L, -162847173L, 595914355L, -553392394L, 1432098504L, 679022481L, 1380929924L, -1015905206L, -1688739168L, 1110105530L, -1143993694L, -1422188389L, 1537043370L, -1205701479L, 1451523003L, -1183958790L, 1301048318L, 1687180286L, 1612009428L, 1039243347L, -1125270635L, 2026019011L, -119509309L, 1178787608L, -2091362388L, 1162790040L, -2085428275L, 1536157009L, -96945301L, 1194476160L, -1758907465L, 115475607L, -604362914L, -1636599256L, -1500789863L, -1612595849L, -430447660L, -468371L, -426570891L, -1786847543L, 1724150698L, 1939478474L, -2079200289L, 2126243037L, 1616658037L, 100269563L, 319468621L, -1957951623L, 1620559940L, -634257673L, -1000607900L, -903538951L, 1072661849L, -949622133L, -1284810126L, 27424543L, -1848401977L, -391508917L, -1886394672L, -50993104L, 609862930L, -2047635735L, 589455163L, 2060738560L, 1762212087L, 894472779L, -913219434L, 111616625L, -756398570L, 2078175929L, -1740139097L, -1603803521L, 2047444674L, 928551059L, -777005922L, 526158728L, 624967824L, 278433016L, 60429981L, 1941244811L, 1989705731L, -377261944L, -1891190702L, 1422279080L, -1107651264L, 1249940103L, -1743368489L, -493767608L, 575274513L, 264292692L, 601244282L, 1613016021L, 1082457936L, 1224580692L, -655358007L, 1626219090L, 1528245605L, 1242026370L, -747142590L, -705391456L, 319036185L, 2011226042L, -1515601829L, -992154181L, -906614391L, 1892363099L, 948972506L, -233916621L, -1249541453L, 856188793L, 1087417774L, -1930058241L, -630825559L, 1860422305L, 1875049161L, 2131290651L, 562925743L, -2067864095L, -1376837819L, -1290842131L, 55562271L, 1967955711L, 407642389L, -2109698402L, 342812886L, -1823293782L, 1391574094L, -1055591672L, -565832729L, 1495079128L, 1310275845L, 497092079L, 537812174L, -76268788L, 481471659L, -2135672976L, -1538876087L, 1241322652L, -1164553039L, 915436237L, 418986164L, 484250043L, 204921142L, 131145385L, 155082825L, 1119213127L, -453360471L, 2018628712L, -1029754838L, -122231574L, 1053856498L, 1845040262L, -6951846L, 914289787L, -1786776057L, -1872194277L, 1709797381L, 925812329L, 1356101248L, 1409522192L, -1026609651L, 1704197761L, 1074440733L, -529449135L, -639570351L, -408842432L, -1181346781L, -2009794703L, -1509768465L, 1897224929L, 2144021488L, -1376273932L, 1070194812L, -1345877245L, -1610569523L, -2137648662L, -1573613006L, 551991341L, -1641118430L, -256664029L, 1925701819L, 1778069747L, -386394202L, -1935180804L, -1110900999L, 843001770L, 1425940058L, -2751965L, 596199507L, -506661786L, -177783748L, 1737272841L, -613888536L, -2006777802L, 1455235754L, 536803098L, -2101678583L, 760958566L, 15591537L, -1563420228L, -2091954506L, -423114129L, -253235046L, 1987678003L, 2023931872L, 1295525269L, -1352111235L, 1320671854L, 1397189586L, -596012400L, 1543399642L, 913941794L, -765611679L, -1780032952L, -334020610L, -1030641569L, 734316466L, 1645119731L, 909900938L, 1519592771L, -1594818903L, 1063253467L, -738684810L, 2094413779L, -927367444L, 836978449L, -2046126196L, 1739505080L, 453830794L, -384398987L, -2087208534L, -79918888L) for(runNumber in 1:100) { cat("Run ", runNumber, "\n", sep="") y <- rnorm(1808) z <- arima(ts(y), order=c(1,0,0),seasonal=list(order=c(1,0,0),period=64)) } --please do not edit the information below-- Version: platform = i686-pc-linux-gnu arch = i686 os = linux-gnu system = i686, linux-gnu status = major = 2 minor = 8.1 year = 2008 month = 12 day = 22 svn rev = 47281 language = R version.string = R version 2.8.1 (2008-12-22) Locale: C Search Path: .GlobalEnv, package:stats, package:graphics, package:grDevices, package:utils, package:datasets, package:methods, Autoloads, package:base