#### This is a data file containing the calculated inits for chain one #### from one of the timing log data sets. Its primary purpose is to #### get realistic Level 2 parameters for data generation. ### Note that athough the values of mu and tau/sigma are not provided, ### the values of theta and eta are. Note also, that although the ### model assumes they have a normal shape, they actually are ### positively skewed. If anybody has nice suggestions for ### reparameterizations which would work better, I would appreciate ### them. --Russell K2 <- structure(list(pi = structure(c(0.566686937691038, 0.725801385530969, 0.981040371668625, 0.895015014091857, 0.813504185224324, 0.525158094763297, 0.829617173934178, 0.698424072936713, 0.0593363429231289, 0.740035985928038, 0.361418138859444, 0.868372073573636, 0.571351382568319, 0.578453897752579, 0.793159503370135, 0.975684712878358, 0.412533993336024, 0.650493808523566, 0.628106511382748, 0.813022663317002, 0.924697534835043, 0.192682302907122, 0.73371639654795, 0.851627148024186, 0.1582828830273, 0.972586171900301, 0.25194230918327, 0.739171787378816, 0.865688835574157, 0.943085958717058, 0.702208432479589, 0.779294067343179, 0.654916666295865, 0.195152364031866, 0.894815948682774, 0.950961301453387, 0.751990145614919, 0.665531042591863, 0.725652024913849, 0.950274096661845, 0.70559055832817, 0.710069697540656, 0.811435929898421, 0.712865229063666, 0.922289507571893, 0.84001120135931, 0.59066670314321, 0.854105142313733, 0.659488283596373, 0.926446809533262, 0.821003352330432, 0.642731250122496, 0.593245452546765, 0.542278487354223, 0.764193049090826, 0.926972912946619, 0.757479953692401, 0.826152798195783, 0.0987446794054875, 0.88694728018617, 0.81709213834442, 0.618742450841795, 0.86508649896502, 0.443202249814398, 0.674761448587856, 0.571620997109548, 0.449370523133665, 0.242427232051759, 0.864932871444642, 0.551355519808057, 0.449997389432829, 0.999999998233967, 0.651664250051035, 0.587503449891962, 0.875429359759061, 0.76664174269516, 0.240438709070709, 0.91599612586536, 0.574820020343738, 0.751527451427674, 0.551130501293373, 0.670605255207401, 0.757356403591749, 0.458008805350312, 0.678247944946242, 0.80211872422098, 0.54448159270066, 0.398172362523695, 0.829325400956409, 0.953786930316891, 0.613301810573416, 0.781610657485012, 0.726126651505218, 0.546572990349624, 0.672273692534151, 0.890538241708899, 0.869468108298411, 0.642964339194505, 0.737863965249562, 0.920209210805356, 0.433313062308962, 0.274198614469031, 0.0189596283313748, 0.104984985908143, 0.186495814775676, 0.474841905236703, 0.170382826065822, 0.301575927063287, 0.940663657076871, 0.259964014071962, 0.638581861140556, 0.131627926426364, 0.428648617431681, 0.42154610224742, 0.206840496629865, 0.0243152871216419, 0.587466006663976, 0.349506191476434, 0.371893488617252, 0.186977336682998, 0.0753024651649567, 0.807317697092878, 0.26628360345205, 0.148372851975814, 0.8417171169727, 0.0274138280996987, 0.74805769081673, 0.260828212621184, 0.134311164425844, 0.0569140412829418, 0.297791567520411, 0.220705932656821, 0.345083333704135, 0.804847635968134, 0.105184051317226, 0.0490386985466134, 0.248009854385081, 0.334468957408137, 0.274347975086151, 0.0497259033381547, 0.29440944167183, 0.289930302459344, 0.188564070101579, 0.287134770936334, 0.077710492428107, 0.15998879864069, 0.40933329685679, 0.145894857686267, 0.340511716403627, 0.073553190466738, 0.178996647669568, 0.357268749877504, 0.406754547453235, 0.457721512645776, 0.235806950909174, 0.0730270870533805, 0.242520046307599, 0.173847201804217, 0.901255320594512, 0.11305271981383, 0.18290786165558, 0.381257549158205, 0.13491350103498, 0.556797750185602, 0.325238551412144, 0.428379002890452, 0.550629476866335, 0.757572767948241, 0.135067128555358, 0.448644480191943, 0.550002610567171, 1.76603301676974e-09, 0.348335749948965, 0.412496550108038, 0.124570640240939, 0.233358257304841, 0.759561290929291, 0.0840038741346396, 0.425179979656262, 0.248472548572326, 0.448869498706627, 0.329394744792599, 0.242643596408251, 0.541991194649688, 0.321752055053759, 0.19788127577902, 0.45551840729934, 0.601827637476305, 0.17067459904359, 0.0462130696831089, 0.386698189426584, 0.218389342514988, 0.273873348494782, 0.453427009650376, 0.327726307465849, 0.109461758291101, 0.130531891701589, 0.357035660805495, 0.262136034750438, 0.0797907891946442), .Dim = c(100L, 2L)), theta = structure(c(0.945702975732177, 1.7578680699763, 1.39899495747516, 0.556867927225784, 0.270610825691935, 0.997460547376381, 0.957149380066909, -0.334155005002028, -2.75884416574414, -0.409192755151991, -0.534886716538462, -0.873431013232618, -0.00420281015200098, 1.12196883546212, -0.0234538789401166, 0.0663004269647666, 1.18868533704414, 0.897433644454178, -0.481591729386619, 0.334225370661015, -0.0599069228673489, -2.96804332668031, 0.505442815987097, -0.890009389221866, -2.55417813483271, 0.568326663091129, 1.00869344570128, -0.163415595740649, -0.0228960225986894, -1.03508400112586, -0.743960482114051, 0.0447798260093749, -0.23611568325755, -1.73931499243599, 0.638882861904101, 1.20690637183062, -0.61708890543501, 0.140760668720548, -0.060309359067253, -1.38603458816971, -0.306758628304046, 1.33195788740429, 0.287469760966043, 0.672348895173946, 1.65005647488704, 0.0389635094300765, 0.617257344918412, 0.874811661285361, -0.776153428016929, -0.273134048331348, -0.601604020598253, 0.313726725938608, -1.41572514593728, 0.254072247267974, -0.722584307581898, -0.438657606354183, -0.542657780758896, 0.0507871747402676, -3.38196713796979, 0.0882435025723447, 0.634265444790238, 0.249305212540988, -0.441224718345897, -0.217241867392694, 0.913387898497954, 1.37032331910808, 0.343951318714599, -0.127067411974682, 0.738068601750769, -0.529060974170754, 0.31378603802822, 1.31515123363992, 0.365738766040944, 0.012569648034262, -1.06373476498587, -0.240984788486126, -2.47433875504666, 0.0143808608184036, 0.771735651159417, 0.496715715211684, -0.956945321188578, -0.196692898581169, 0.62519214718328, 1.65708172849542, 0.256228597030773, -0.507581960925676, -0.881642355672454, 0.451205230074779, 0.673282942156621, 0.571908946996767, -0.575641638098204, 1.45994399631836, 0.473057620274905, -0.624008168590825, -0.649216727573706, -0.0269838156680753, -0.414416600762736, 0.874318122302854, -0.93785375147504, 1.85163892535812, 0.170697811644556, -0.2158970592523, 0.186319800954942, -1.02726664937146, 0.35176565871135, 0.207025381408629, 1.16985949807074, -0.622690845405029, -1.10402418605884, -0.268037113525258, -1.02687921595973, 0.263899578286288, -0.784303403049099, -0.759533204544094, -0.78931648566955, 2.08519336680378, -0.415171495620833, 0.1827158013433, 0.20183469228515, -0.828862859725116, 1.13115739737984, 0.0229761833592393, -0.435539849113364, -0.836600168255954, -0.928666356899554, 2.34675498726649, -0.814732521838712, 0.209604602318129, 0.0374562795132377, 0.193138479397713, -0.610784935162259, 0.261344172308071, -1.02666029445743, -1.11213441618973, 2.76394514755661, 3.5827749355032, -0.131138931731297, -0.360067873375449, -0.74730720396546, 1.5833295422418, 0.303880161661512, 0.104418549209026, 0.341160514566271, -0.200001596887466, 0.0121094688643154, 0.000790940732132611, -0.0299378980171764, 0.881163444694898, -0.307103372386228, 2.72561100312744, -0.61670312888435, -0.27802551261127, -0.935699829479545, 0.362441998348107, -0.489820076634399, 2.10851282511833, -0.46768930978587, 0.724842891072601, -1.45270705499926, -0.981044864702021, 0.321540859346542, -1.02510996622785, 1.03173739723349, -0.862936592146514, -0.757468673768565, 1.11109976338218, -0.336808924881789, -1.12592700331943, -0.0223875051165868, -1.00669117539666, -0.767908950053204, 0.741273747051315, -0.660442635455312, -0.378235632938994, 0.157994938534514, 0.256557857668818, 0.453644541261786, 1.35596809802487, -0.885063661917815, -0.30930508539073, -0.484437428441091, -0.680397057388975, 0.323317832884207, -0.391279959856498, -0.335061896210372, 0.787911219130169, -1.42856626720698, -0.809244264279233, 0.271723402237907, 1.29585926575938, -0.843662783781471, -0.546309129668818, 1.11987087298992, -0.287691665322028, -0.407596125357697, 0.421079822226018, -0.203683949175984, -0.506420935705565, -1.48745070064998, 2.98813095173742), .Dim = c(100L, 2L)), eta = structure(c(0.608061249843629, -0.0191207237552713, -1.92171823401932, -0.0969923372826235, -0.491147750351499, 0.555740601179997, -1.04664659699362, 0.736822968584897, 1.65355794099015, 0.46119788879401, 1.43687711750966, 0.211415152198288, 0.747775975930166, -2.05000666996001, -0.383795394836927, -1.43271799553657, -1.49353539917315, -0.230681342449307, -0.758703144325241, 0.186075205302628, -0.877667589205747, 1.07643603859261, -0.338137179955938, 0.20556347025947, 1.95276465884012, -0.870233013267931, -2.73568319838995, 0.0639968164871824, -0.0635378148953816, 0.465895660873514, 0.607655412328365, 0.247045006616704, -0.619726830411226, 2.81689629171822, -0.666976672622143, -1.00444859015722, 0.140171040441973, 0.118854642873728, 0.567308882965184, -0.720630657064124, -0.345493626198116, -0.059365595339508, -0.0980865950770764, 0.663826357992559, -1.29716717578434, -0.555320150149317, 0.805247860696866, -1.15468013868579, 1.28166145714878, -0.929153647814354, 0.00853091598494569, 0.64926816792872, 0.135228105583198, 1.24328602891805, 0.505739592963873, -1.19210665820443, -0.563398869737474, -0.700237006160757, 2.31748505872556, 0.19692401748727, -0.322156394164643, 0.208130933598952, -1.01668007395328, 0.905118941710702, 0.208338938482407, 0.359345546274427, 0.935400570199648, 2.71587312191788, -0.791477447330055, 0.544537131175877, -2.01092712449554, -1.53547546237093, 0.398365848136025, 0.0300673361878003, -0.729206095427417, -0.466207353251134, 1.40062461984987, -1.30706562134411, 0.218314164783198, 0.0751071005674195, 1.01053845211762, 0.125699161250542, 0.551915892875734, 0.616543914620155, 0.660065580590367, -0.64586031755069, -0.205830287249337, 0.692310834145615, -0.271728396176891, -0.92248028394206, 0.779671924838716, -1.97686764557391, 0.823751806493211, 1.67789479810997, 0.344045899752605, -0.802937766060013, 0.296885522341494, -0.0380665704953448, -0.0552593122556613, -0.430514876335188, -0.0904205814489126, -0.596314026244364, 7.74425593656144, -0.635670919614227, -0.457771577224065, -0.179246876615499, -0.459163072462882, 0.098249562130651, -0.0177230761901338, -0.209720087256826, -0.222303242469444, -0.258970283553037, -0.268443975168002, 0.929986552439215, -0.52761240382482, -0.738551978199718, 1.21058579715136, -0.527745555540511, -0.221842008207235, -0.89178773158352, 0.4344917951203, 0.253330996972127, -0.740686595338142, -0.298695628806584, 0.0672302715601344, -0.234997384568, 1.4558734414959, -0.0943814091630137, -0.296244915272161, 1.82293196827317, -0.206077105020781, 0.156608082506924, -0.34304665105351, -0.0503753020861603, -0.472169998720476, 0.398218767110896, -0.490522010918893, -0.252400966828056, -0.356763772085612, 0.226546028407034, 0.00521730191593969, -0.536843908644964, 0.0365022100493933, 0.0412109004993199, 3.27591039521804, -0.534965328367714, 0.197706948224705, -0.255654366027332, 0.0182667678204581, -0.13412894893229, -0.317977215743676, -0.157702225296186, -0.0158269359566257, -0.448564714996027, -0.509667623220771, -0.0551193928990105, -0.527800692291516, -0.374547351006027, 0.129549215859652, -0.726259272519656, 0.0100232459846534, -0.341403993681537, -0.418026359886543, -0.344049716880403, -0.319461516369487, -0.184091155482793, -0.303374792138442, -0.0516251285268527, -0.73486043220077, -0.412789276232324, 1.04717780171581, 1.75514893852069, -0.207679340560722, -0.0652164954431638, -0.296037389881425, -0.852875715730112, 0.0181788268004257, 0.0263621182599582, -0.298551453787786, -0.33108882345197, -0.115097861998707, 0.307359043331081, 0.104025617173598, -0.295855034529089, -0.345802025322858, -0.350648301919645, 0.0518797764487525, -0.194894919372296, -0.100949806439042, -0.495062640690686, 0.0138115760840902, 2.08151169219714, -0.737344811162936, -0.231769946010446, -0.166962659907379, -0.457667365452717, 0.0260651671928889, -0.407744786364688, -0.273596030595168, 0.12501814836062), .Dim = c(100L, 2L)), alpha0 = c(0.689409859623227, 0.310590140376773), mu0 = c(-0.542165533726129, 0.510930199253648), beta0 = c(0.395113597768731, 0.800636736160821 ), tau0 = c(1.69060560845033, 0.0941040008696826), gamma0 = c(0.943158883420632, 1.52664647150361), alphaN = 50), .Names = c("pi", "theta", "eta", "alpha0", "mu0", "beta0", "tau0", "gamma0", "alphaN")) K3 <- structure(list(pi = structure(c(0.217287453127645, 0.0513985564196419, 0.647104533726244, 0.769294714042117, 0.771425110053198, 0.218762955303844, 0.0824561750626698, 0.295650715224332, 0.135448926366138, 0.416782860107914, 0.273289976648533, 0.841332638944827, 0.465030737193549, 0.0403131721118168, 0.331430317493461, 0.170370866578984, 0.552760816455478, 0.296433278417337, 0.188741314977637, 0.469918122699421, 0.645204012271019, 0.577162646287895, 0.173211551906023, 0.0845058210739402, 0.174215003079526, 0.909155615889217, 0.221301932536699, 0.160007348477992, 0.0655109992362795, 0.0784101115372405, 0.342110412357066, 0.615523190693461, 0.720678400155535, 0.170465571831633, 0.239580121237882, 0.533253348932249, 0.647228321060674, 0.709674385987003, 0.0573471434952066, 0.536105960299695, 0.156887602201881, 0.248876452924701, 0.259086290654403, 0.628807355749649, 0.404356553102824, 0.122854232567293, 0.238273225295258, 0.744784920194212, 0.705929684130123, 0.870738978820131, 0.25822012524821, 0.550424904331626, 0.0977425325032559, 0.484824620604748, 0.482693374235631, 0.279395456742311, 0.752405310714211, 0.0632734173707355, 0.813964547709823, 0.668922153141649, 0.114850044657475, 0.481808762103202, 0.628914735778772, 0.500980471300079, 0.0137784010559546, 0.330337126812848, 0.252311073648811, 0.896993753568912, 0.843046301839851, 0.501464475710064, 0.401089478805563, 0.22593037029408, 0.28563888749931, 0.130443529842838, 0.100151509753348, 0.623461838205931, 0.245136213409978, 0.0913839505535126, 0.313975121898731, 0.215709243340099, 0.44638755205031, 0.107937870880051, 0.0934797164159566, 0.113988189711438, 0.642763128894492, 0.531612579687654, 0.564721245967357, 0.284754404520029, 0.821581355541352, 0.775472682156334, 0.156103877899945, 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1.05133848178348 ), tau0 = c(2.8476319821693, 1.99364477366622, 0.634865601056395 ), gamma0 = c(1.83726410698349, 1.89567767307138, 1.58763318421333 ), alphaN = 50), .Names = c("pi", "theta", "eta", "alpha0", "mu0", "beta0", "tau0", "gamma0", "alphaN")) K4 <- structure(list(pi = structure(c(0.210284731451054, 0.561317751338692, 0.107531092557761, 0.0313031817893378, 0.0306055950453064, 0.206118647044215, 0.123635645026266, 0.345646512740516, 0.197602259224253, 0.301485986504561, 0.241478961459238, 0.0935779532732588, 0.0413524227124534, 0.0206023877648695, 0.274663143820074, 0.247381956393096, 0.0398799341081556, 0.393401627147367, 0.187854654321379, 0.0812502406405963, 0.144917230424709, 0.210099541549356, 0.22312693596994, 0.0847400854756854, 0.171183030105497, 0.0744795637638045, 0.0858429943514246, 0.170631823467883, 0.782329851086885, 0.383263606885262, 0.380499689565613, 0.0374189130354757, 0.045999922806691, 0.191784844186989, 0.462678751355487, 0.224636104690191, 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