tests/testthat/dump_nested.R

In nestfs: Cross-Validated (Nested) Forward Selection

nest.gauss.ok <-
structure(list(structure(list(fs = structure(list(vars = c("age",
"sex", "bmi", "tch", "map"), fdr = c(NA, NA, 0.00115849207724247,
0.0144898577095049, 0.0335062420929926), llks = c(NA, -1071.86133294307,
-1023.51363834249, -1017.1703391357, -1006.40797046442), diffs = c(NA,
NA, 48.3476946005785, 6.34329920679374, 10.7623686712808), iter = c(NA,
NA, 1L, 2L, 3L), coef = c(NA, NA, 30.8914286632733, 16.8801087677022,
20.9596484893517)), row.names = c(NA, -5L), class = "data.frame"),
    init = c("age", "sex"), panel = c("bmi", "tch", "map"), init.model = "age + sex",
    final.model = "age + sex + bmi + tch + map", family = "gaussian",
    params = list(test = "t", sel.crit = "paired.test", num.filter = 0,
        filter.ignore = NULL, num.inner.folds = 10, max.iters = 3,
        max.pval = 0.5, min.llk.diff = 2, seed = 50), iter1 = structure(list(
        median.diff.llk = c(5.6826337793258, 3.0893928322343,
        0.160617859149013, 0.101756716514863, 1.97101113622323,
        1.44872648589156, 3.53735350024737), total.diff.llk = c(48.3476946005786,
        25.9087067578117, 0.259400608760117, 0.188847773791636,
        21.5540891538316, 20.4811361400491, 28.9159169082875),
        p.value = c(0.00115849207724247, 0.00154642742011272,
        0.41237361236954, 0.375838395360549, 0.016956054655078,
        0.00288301903887102, 0.00230801550977272)), class = "data.frame", row.names = c("bmi",
    "map", "tc", "ldl", "hdl", "tch", "ltg")), all.iter = list(
        structure(c(-117.12533470667, -105.672309738824, -115.557709382396,
        -117.838509694984, -116.919581103127, -109.14874114382,
        -111.580448528846, -116.080159845828, -107.794067760049,
        -104.701090040968, -109.246550280294, -107.589209827033,
        -107.790132324174, -105.878233373055, -104.745664177205,
        -102.384963390508, -106.111662118671, -102.943605434898,
        -101.979217429546, -105.728770862476, -105.999978528176,
        -108.031305594471, -104.972137839337, -102.236473039574,
        -106.05716334671, -99.9080283948802, -101.555721154097,
        -105.707704860131, -105.965333504176, -104.030975461257,
        -105.0516468717, -102.225054547842, -103.833398580743,
        -98.5370113120962, -99.3995148160123, -103.560143027361,
        -103.678469953519, -104.174878347545, -102.759626423668,
        -100.590800379116, -103.676571380404, -97.6076910903988,
        -100.71628019052, -103.649527440532, -103.792081758407,
        -101.922627393766, -102.468108026885, -100.711108051327,
        -111.480508840098, -104.987787440726, -111.306337386797,
        -111.615083106891, -111.71235607182, -107.752283716477,
        -109.791519221833, -106.262151957783, -102.728374080703,
        -99.5694820159479, -100.918234064208, -102.60908391834,
        -102.582560127823, -100.641555072686, -100.849136718457,
        -105.050694175671, -106.344744546127, -109.169721002555,
        -101.782048373077, -106.7963375696, -106.672010747826,
        -106.118362090443, -106.867289185946, -105.690494398086,
        -106.709507582897, -100.416911871199, -103.491013108312,
        -106.507562026961, -106.559981050231, -102.608281595719,
        -102.294619809145, -101.713516249048), .Dim = c(8L, 10L
        ), .Dimnames = list(c("Base", "bmi", "map", "tc", "ldl",
        "hdl", "tch", "ltg"), NULL)), structure(c(-105.672309738824,
        -105.594013710345, -105.750683288101, -105.742804186439,
        -103.179258523101, -104.294747090452, -106.333840118398,
        -104.701090040968, -104.919344121165, -104.682241620029,
        -104.658970368823, -103.52646873637, -103.096135391191,
        -101.46528688694, -102.943605434898, -99.8514777493554,
        -103.201857002788, -102.992368974754, -104.973961291663,
        -102.366302175795, -99.2470432986, -99.9080283948802,
        -97.9946214922207, -99.9537302646306, -99.8980650530796,
        -99.4394909969731, -100.642101957567, -98.9286721214983,
        -98.5370113120962, -96.0352229854714, -98.5676192135188,
        -98.626001126604, -99.2507144660154, -98.5899877097295,
        -97.3052686570342, -97.6076910903988, -97.5232178674773,
        -97.6289763427648, -97.6082813288197, -97.155608530282,
        -97.4576557697518, -96.0616256774527, -104.987787440726,
        -107.195483916872, -105.105912044129, -104.941873273578,
        -102.776478086155, -104.24404874711, -102.687787975956,
        -99.5694820159479, -98.8799781840112, -99.6284219330153,
        -99.9237604637937, -98.657188341144, -98.430915824992,
        -102.278852407828, -109.169721002555, -105.938385802437,
        -109.54591341804, -109.17088261572, -107.770659972339,
        -109.107159353485, -108.593406957891, -100.416911871199,
        -99.0708931966566, -100.425497003194, -100.536385909234,
        -99.2808865137216, -98.9412851156254, -99.1746140845732
        ), .Dim = c(7L, 10L), .Dimnames = list(c("Base", "map",
        "tc", "ldl", "hdl", "tch", "ltg"), NULL)), structure(c(-104.294747090452,
        -104.225015159076, -103.386119492832, -103.542982773049,
        -103.272432838593, -105.73054786166, -103.096135391191,
        -102.916501631955, -102.653753518372, -101.485200873252,
        -103.201858507841, -101.135369455906, -102.366302175795,
        -99.9950378027424, -104.234508245448, -103.717118601222,
        -104.604747678481, -100.132907074089, -100.642101957567,
        -99.1341330157834, -100.202092639602, -99.5171247552784,
        -99.9548299909351, -99.6254033141678, -98.5899877097295,
        -95.4552572916712, -99.0994802486118, -98.9586340607224,
        -99.0881690446634, -97.5570186109487, -97.4576557697518,
        -97.2702885165064, -97.5096559994996, -96.8951076837916,
        -97.189882499341, -96.1882716291049, -104.24404874711,
        -106.279454561293, -103.49056497683, -102.59566584994,
        -103.195450195866, -102.680227161691, -98.430915824992,
        -97.9933734690617, -98.5071543148529, -99.3766945833363,
        -98.4478169027301, -101.746559389923, -109.107159353485,
        -105.803072671195, -108.109289478662, -107.52116186702,
        -108.181209710728, -108.568989812272, -98.9412851156254,
        -97.335836345134, -98.6129422648101, -98.4661392998273,
        -99.017728762782, -98.75762163454), .Dim = c(6L, 10L), .Dimnames = list(
            c("Base", "map", "tc", "ldl", "hdl", "ltg"), NULL))),
    fit = c(`1` = 196.615987304921, `4` = 144.1537162106, `5` = 145.205179126233,
    `6` = 93.4386867691389, `7` = 92.3084031837102, `10` = 166.306818361316,
    `11` = 77.422625774112, `12` = 169.350509549064, `13` = 123.893993147007,
    `17` = 194.775250517932, `18` = 194.228695819452, `22` = 114.083270733116,
    `30` = 145.959485700013, `32` = 53.333668422979, `36` = 87.629127047502,
    `39` = 260.52528109103, `42` = 49.2969443662847, `44` = 87.2034361367113,
    `46` = 137.720594894625, `47` = 121.048668099864, `48` = 69.5592153085415,
    `49` = 113.235907895026, `50` = 176.122489054568, `51` = 149.341869618141,
    `52` = 171.307873657799, `53` = 147.822204969219, `54` = 179.020430516655,
    `56` = 95.7462920262512, `62` = 148.614264000276, `63` = 108.427206499196,
    `64` = 106.253031300076, `65` = 100.99305268051, `68` = 130.231360362179,
    `69` = 109.907140856123, `73` = 140.009682146552, `74` = 144.751321982758,
    `75` = 159.034500408152, `76` = 113.043394879498, `78` = 84.8988189634081,
    `81` = 188.843733233015, `82` = 131.229811256824, `83` = 110.580713145535,
    `86` = 194.835510901952, `88` = 149.039401382624, `90` = 103.851195566988,
    `91` = 99.1010590228503, `92` = 184.165311437835, `101` = 160.978758916394,
    `103` = 152.783554708166, `105` = 185.700149004421, `106` = 107.823790917537,
    `110` = 160.587233628446, `112` = 138.163439823893, `113` = 156.766276806016,
    `114` = 196.26052709419, `116` = 181.326617461559, `117` = 229.328340294802,
    `118` = 212.516512604719, `119` = 159.913677291574, `120` = 115.038402852545,
    `121` = 164.659963994422, `124` = 234.073524290468, `125` = 164.704213778062,
    `126` = 138.505512590677, `128` = 126.957370558062, `130` = 185.140983576669,
    `132` = 66.2544460864151, `133` = 128.111794008515, `135` = 155.851579827533,
    `137` = 50.1998773839211, `141` = 175.114837701966, `144` = 144.04223294257,
    `145` = 195.977049542528, `146` = 255.060276146261, `147` = 195.952510864605,
    `150` = 145.009777345405, `152` = 140.805986458704, `153` = 213.095530613896,
    `157` = 138.785380369339, `160` = 225.224516213581, `163` = 143.384772773465,
    `164` = 226.826756441999, `167` = 74.3119703384571, `168` = 238.662018994733,
    `169` = 222.139860163083, `172` = 71.5943299755244, `173` = 210.099251544028,
    `174` = 75.0224207673694, `175` = 120.153862562395, `177` = 177.266679480606,
    `180` = 155.046945481372, `181` = 175.104812844857, `184` = 152.215283876869,
    `185` = 165.17394681805, `188` = 82.5170038308089, `189` = 179.003432458039,
    `190` = 116.192819344395, `194` = 140.172659667424, `195` = 118.562608051504,
    `196` = 182.379547201359, `198` = 193.669226912724, `202` = 87.2285320903605,
    `205` = 180.493227684272, `207` = 171.272353562738, `210` = 177.656158032766,
    `211` = 162.127167339639, `212` = 183.779600630681, `213` = 166.967335900622,
    `216` = 250.416766592201, `218` = 227.362147178979, `221` = 105.002492971106,
    `228` = 137.208031355372, `229` = 121.478391308485, `230` = 107.379789554867,
    `231` = 190.882022083836, `232` = 148.872409158921, `235` = 203.108590300128,
    `236` = 170.000901664827, `238` = 74.2945912527578, `239` = 193.12852428208,
    `240` = 167.265801566039, `243` = 101.92016135656, `244` = 121.122562341391,
    `246` = 108.551603389634, `249` = 253.428190805024, `254` = 201.268320985493,
    `260` = 157.386955931034, `267` = 81.2194619281094, `268` = 136.951055793579,
    `270` = 100.796189505473, `272` = 171.447601653481, `273` = 126.740022849073,
    `276` = 142.469474899644, `277` = 204.28581882937, `282` = 57.0104923576671,
    `285` = 145.280538106253, `286` = 178.608740187857, `287` = 61.1560830131571,
    `288` = 163.077882544591, `289` = 147.115666479207, `290` = 185.996978984938,
    `291` = 222.028383382254, `293` = 106.525435760819, `295` = 123.676874761959,
    `301` = 189.778225620642, `303` = 200.101884305514, `304` = 226.42896137811,
    `306` = 127.549836462459, `307` = 140.912580335859, `308` = 143.358700579779,
    `309` = 90.8187011269579, `311` = 217.654923138472, `315` = 178.32446216868,
    `318` = 174.494847594571, `320` = 169.986597560441, `321` = 201.22404077505,
    `323` = 269.596365535035, `326` = 195.701859353776, `327` = 140.345152553867,
    `328` = 249.377254723152, `329` = 173.904021544343, `330` = 94.3175188358026,
    `332` = 116.274190665504, `337` = 249.577475209762, `338` = 181.811342118853,
    `343` = 186.755731655994, `345` = 141.782133260745, `352` = 87.0430169885437,
    `353` = 52.2473732994139, `354` = 117.19897469003, `355` = 196.297745278656,
    `356` = 142.129716265924, `359` = 73.9296897003999, `361` = 182.776403413454,
    `365` = 145.750242805111, `366` = 130.022808089858, `368` = 275.058921276612,
    `371` = 83.9714429497848, `372` = 176.357760618561, `373` = 121.627749278501,
    `375` = 88.814272647402, `379` = 158.090333661548, `380` = 117.302713572973,
    `381` = 191.317867809285, `382` = 51.1601882062806, `385` = 129.43595352684,
    `386` = 142.533476531989, `388` = 133.938474273615, `389` = 156.518967434149,
    `390` = 95.3481771893619, `396` = 143.863986720962, `397` = 97.8819712483002,
    `398` = 136.930373924609, `400` = 184.595391083747, `402` = 79.1097865938799,
    `403` = 144.972855782447, `404` = 218.583978409916, `406` = 264.260996106307,
    `409` = 186.027500290531, `412` = 151.780654885049, `413` = 245.652781975386,
    `414` = 131.242670041423, `415` = 184.880595901118, `418` = 163.283102653439,
    `419` = 131.852161503896, `420` = 85.7007934860084, `421` = 149.544709944084,
    `422` = 193.411246213285, `423` = 215.262812277506, `425` = 156.937412705261,
    `426` = 66.8466455269773, `429` = 256.482838157234, `432` = 124.945293689107,
    `433` = 201.841713214577, `434` = 92.4700421982188, `436` = 125.462367259337,
    `438` = 186.187769971457, `439` = 117.899540155339, `440` = 141.415852002488,
    `441` = 192.993203306274, `442` = 60.4926434868444), obs = c(151,
    206, 135, 97, 138, 310, 101, 69, 179, 166, 144, 49, 283,
    59, 102, 252, 55, 92, 53, 190, 142, 75, 142, 155, 225, 59,
    104, 128, 144, 52, 128, 71, 97, 160, 202, 111, 85, 42, 200,
    143, 51, 52, 141, 134, 111, 98, 164, 128, 302, 95, 53, 81,
    59, 246, 297, 229, 275, 281, 179, 200, 200, 84, 121, 161,
    109, 268, 158, 107, 103, 85, 118, 60, 174, 259, 178, 126,
    88, 292, 25, 195, 172, 131, 70, 220, 268, 74, 295, 101, 151,
    237, 151, 107, 185, 265, 143, 141, 79, 116, 86, 122, 129,
    39, 277, 196, 77, 191, 70, 73, 263, 296, 78, 108, 160, 53,
    220, 154, 246, 124, 72, 257, 262, 71, 47, 125, 258, 150,
    50, 45, 115, 87, 127, 182, 94, 283, 94, 156, 233, 60, 219,
    80, 68, 332, 84, 55, 275, 198, 236, 124, 44, 172, 114, 109,
    147, 190, 191, 122, 242, 192, 131, 237, 78, 135, 199, 306,
    91, 178, 200, 71, 77, 109, 272, 60, 90, 281, 262, 206, 242,
    63, 197, 71, 140, 245, 40, 52, 104, 69, 219, 201, 110, 51,
    258, 43, 198, 232, 93, 168, 275, 281, 189, 136, 261, 113,
    131, 55, 84, 42, 146, 212, 233, 111, 152, 310, 66, 173, 72,
    64, 178, 104, 132, 220, 57), test.idx = c(1, 4, 5, 6, 7,
    10, 11, 12, 13, 17, 18, 22, 30, 32, 36, 39, 42, 44, 46, 47,
    48, 49, 50, 51, 52, 53, 54, 56, 62, 63, 64, 65, 68, 69, 73,
    74, 75, 76, 78, 81, 82, 83, 86, 88, 90, 91, 92, 101, 103,
    105, 106, 110, 112, 113, 114, 116, 117, 118, 119, 120, 121,
    124, 125, 126, 128, 130, 132, 133, 135, 137, 141, 144, 145,
    146, 147, 150, 152, 153, 157, 160, 163, 164, 167, 168, 169,
    172, 173, 174, 175, 177, 180, 181, 184, 185, 188, 189, 190,
    194, 195, 196, 198, 202, 205, 207, 210, 211, 212, 213, 216,
    218, 221, 228, 229, 230, 231, 232, 235, 236, 238, 239, 240,
    243, 244, 246, 249, 254, 260, 267, 268, 270, 272, 273, 276,
    277, 282, 285, 286, 287, 288, 289, 290, 291, 293, 295, 301,
    303, 304, 306, 307, 308, 309, 311, 315, 318, 320, 321, 323,
    326, 327, 328, 329, 330, 332, 337, 338, 343, 345, 352, 353,
    354, 355, 356, 359, 361, 365, 366, 368, 371, 372, 373, 375,
    379, 380, 381, 382, 385, 386, 388, 389, 390, 396, 397, 398,
    400, 402, 403, 404, 406, 409, 412, 413, 414, 415, 418, 419,
    420, 421, 422, 423, 425, 426, 429, 432, 433, 434, 436, 438,
    439, 440, 441, 442), model = structure(c(153.403696257767,
    2.24477628349557, -6.87265486662497, 30.8914286632733, 16.8801087677022,
    20.9596484893517, 3.82747036478563, 4.08059577692629, 4.19199339280335,
    4.30462842870012, 4.50405878659174, 4.21121634500761, 40.0796561794826,
    0.550109936443264, -1.63947177932667, 7.17632872963246, 3.74775498444938,
    4.97710085928009, 1.01467780314354e-101, 0.582815012349486,
    0.102577403125814, 1.14527286624051e-11, 0.000229280517523583,
    1.3216388593921e-06), .Dim = c(6L, 4L), .Dimnames = list(
        c("(Intercept)", "age", "sex", "bmi", "tch", "map"),
        c("Estimate", "Std. Error", "t value", "Pr(>|t|)")))), class = "fs"),
    structure(list(fs = structure(list(vars = c("age", "sex",
    "ltg", "bmi", "tc"), fdr = c(NA, NA, 5.9121079398276e-05,
    0.00611825085274359, 0.0221633865682686), llks = c(NA, -1064.19293620066,
    -1015.65527094937, -999.261253538246, -996.351478547845),
        diffs = c(NA, NA, 48.5376652512881, 16.3940174111285,
        2.90977499040082), iter = c(NA, NA, 1L, 2L, 3L), coef = c(NA,
        NA, 42.1731482696797, 28.0243871431752, -10.2579597476489
        )), row.names = c(NA, -5L), class = "data.frame"), init = c("age",
    "sex"), panel = c("ltg", "bmi", "tc"), init.model = "age + sex",
        final.model = "age + sex + ltg + bmi + tc", family = "gaussian",
        params = list(test = "t", sel.crit = "paired.test", num.filter = 0,
            filter.ignore = NULL, num.inner.folds = 10, max.iters = 3,
            max.pval = 0.5, min.llk.diff = 2, seed = 50), iter1 = structure(list(
            median.diff.llk = c(3.72815249971866, 1.39684518104865,
            0.845502829841415, 0.503752646659358, 2.09559598955629,
            2.42232562718162, 5.30940229205402), total.diff.llk = c(34.4233013481472,
            12.9731448228279, 5.67818119319702, 3.67936537712417,
            16.5198493464728, 20.5093716751451, 48.5376652512881
            ), p.value = c(0.00113534097896599, 0.00387156061301016,
            0.0131191158635711, 0.0222355547220707, 0.00845787976252851,
            0.00541590587710863, 5.9121079398276e-05)), class = "data.frame", row.names = c("bmi",
        "map", "tc", "ldl", "hdl", "tch", "ltg")), all.iter = list(
            structure(c(-111.689919123543, -107.57993733499,
            -110.597647788062, -110.744366426131, -110.999995123403,
            -108.82310872266, -107.329163520755, -106.694836393482,
            -105.215619628805, -101.86929641792, -102.712132244328,
            -103.96493437834, -104.401927154757, -103.922244042632,
            -102.222580022818, -98.9398444845133, -105.565634368301,
            -102.516537215672, -103.942727872589, -104.804630157964,
            -104.996055672257, -103.308882145369, -102.991799391295,
            -98.591751982174, -105.897329618968, -101.706577537693,
            -104.726545752582, -106.601114995977, -106.287946163175,
            -103.683403587982, -103.62651334161, -103.799883446533,
            -105.376020087894, -103.759173488662, -103.201800227336,
            -104.987604734514, -105.695159660152, -106.016275319555,
            -106.237367743092, -101.645638685929, -108.726499219975,
            -106.419908597052, -109.597264244347, -107.562329508071,
            -108.549363730922, -110.753440586563, -110.481220716082,
            -104.351738674529, -105.897089770103, -100.039575986332,
            -103.455064192798, -104.967088320757, -105.107403038175,
            -101.742994807083, -101.277864130992, -98.4804600248233,
            -105.913214105441, -108.220302675019, -105.606832044853,
            -104.913250626628, -104.904469345497, -104.272795516128,
            -103.062769890823, -105.899591739858, -105.518959020748,
            -100.12045400198, -102.904038861286, -105.08217326585,
            -105.081032423473, -102.734556817459, -103.886274289337,
            -98.4825961146965, -104.392651256884, -97.5378715971955,
            -104.475738149652, -104.887262593234, -104.490218511727,
            -102.415385308757, -102.568011478713, -98.7689294028366
            ), .Dim = c(8L, 10L), .Dimnames = list(c("Base",
            "bmi", "map", "tc", "ldl", "hdl", "tch", "ltg"),
                NULL)), structure(c(-106.694836393482, -103.741742233597,
            -106.60799075892, -106.696318556179, -106.94020310228,
            -105.405858297044, -106.252714548058, -98.9398444845133,
            -96.8869752199625, -97.4085785892992, -99.4614801505259,
            -99.3423099194454, -98.334461102577, -98.49197580044,
            -98.591751982174, -97.3647705560934, -97.9668997574332,
            -98.5650646540386, -98.5981608723877, -98.099998993386,
            -98.6290056448561, -103.799883446533, -101.81634618355,
            -102.855187514802, -103.112658331212, -103.81263706061,
            -102.855593886273, -103.496029673748, -101.645638685929,
            -100.780098588681, -100.657730606747, -101.600140304517,
            -101.602407946205, -102.451237021569, -102.282831237532,
            -104.351738674529, -103.779165297351, -104.747025034248,
            -104.63548308663, -104.301883893505, -105.469664533102,
            -104.941219688246, -98.4804600248233, -96.0098968762537,
            -97.2860549749279, -98.2420779352791, -98.5000076622655,
            -97.5476268170418, -98.7705743084521, -105.899591739858,
            -108.113332526938, -106.37331951041, -105.544837364295,
            -105.845116393371, -104.464035852565, -105.462684390463,
            -98.4825961146965, -95.5501749417509, -96.5969789386708,
            -98.0191711127616, -98.4561691452839, -97.7838689266028,
            -98.8952037479659, -98.7689294028366, -95.2187511140682,
            -98.6102911850982, -98.4880969651253, -98.783493849361,
            -97.545205640374, -98.6429728959791), .Dim = c(7L,
            10L), .Dimnames = list(c("Base", "bmi", "map", "tc",
            "ldl", "hdl", "tch"), NULL)), structure(c(-103.741742233597,
            -103.909794659682, -103.68114206676, -104.22176661685,
            -102.77339281914, -103.845726094867, -96.8869752199625,
            -95.7440958336071, -97.1026865477586, -97.4380369268964,
            -96.4142824478658, -96.951188224517, -97.3647705560934,
            -96.993381110678, -97.0063044298858, -97.2703755915798,
            -96.6561999982198, -97.3558635020759, -101.81634618355,
            -100.964140772665, -100.669145488864, -101.203725132269,
            -101.23069357169, -101.776818790265, -100.780098588681,
            -100.315790873307, -100.348708392278, -100.341185065692,
            -101.620292959964, -101.247943128989, -103.779165297351,
            -104.258374339869, -103.583951084821, -103.326641350188,
            -104.985505012294, -104.255674157601, -96.0098968762537,
            -95.3340849698308, -96.0562782914383, -96.1887334569653,
            -95.815897891401, -96.1302322966152, -108.113332526938,
            -107.255239543673, -107.540938000383, -107.865880884533,
            -107.329006122652, -108.049664756451, -95.5501749417509,
            -95.127297615178, -95.1102794338135, -95.3182702841341,
            -95.200365453783, -95.6439666569277, -95.2187511140682,
            -95.8940510109376, -95.2520448118427, -95.3897071289191,
            -94.7834041375328, -95.2277942748901), .Dim = c(6L,
            10L), .Dimnames = list(c("Base", "map", "tc", "ldl",
            "hdl", "tch"), NULL))), fit = c(`2` = 69.6141496405034,
        `3` = 182.214063780404, `8` = 90.703597825843, `9` = 168.494407374904,
        `14` = 175.186497626335, `15` = 112.763073641509, `16` = 141.754309608235,
        `19` = 143.35382772745, `20` = 139.945888082389, `21` = 123.046386695868,
        `23` = 100.240797313446, `24` = 290.343408388963, `25` = 161.468487145646,
        `26` = 152.100573166755, `27` = 91.6237833869703, `28` = 188.069847756778,
        `29` = 155.753959740032, `31` = 161.160908522938, `33` = 227.789079942503,
        `34` = 123.3757991827, `35` = 81.6801973573638, `37` = 219.228218025261,
        `38` = 185.35319726485, `40` = 166.008469424932, `41` = 135.750373358791,
        `43` = 135.202840628849, `45` = 214.968834260018, `55` = 131.0950503249,
        `57` = 218.363006157025, `58` = 90.1644797614296, `59` = 118.801138921727,
        `60` = 148.103591250054, `61` = 122.956406942004, `66` = 161.810477569786,
        `67` = 135.04375291527, `70` = 102.831328040211, `71` = 61.849837036957,
        `72` = 196.784988420085, `77` = 157.032660074714, `79` = 177.27044367992,
        `80` = 72.5278844527948, `84` = 162.025643216208, `85` = 81.1433178486326,
        `87` = 20.5035078481778, `89` = 92.0096721011133, `93` = 170.738056128419,
        `94` = 90.511068284766, `95` = 109.957194414928, `96` = 133.330243295809,
        `97` = 203.477744220684, `98` = 207.864269316388, `99` = 136.161726939049,
        `100` = 125.247514636249, `102` = 85.634256186309, `104` = 148.703832404194,
        `107` = 68.1226337612035, `108` = 142.512317304842, `109` = 222.351181928754,
        `111` = 22.5859265610148, `115` = 309.163779451701, `122` = 186.703259987332,
        `123` = 209.644479293798, `127` = 48.7676054750243, `129` = 94.478688306505,
        `131` = 216.697059496317, `134` = 62.6744936983086, `136` = 247.023886687791,
        `138` = 206.536365797267, `139` = 239.372636164504, `140` = 251.568988695589,
        `142` = 218.468996664513, `143` = 178.127881773559, `148` = 231.577466771079,
        `149` = 113.302936725782, `151` = 191.17627708942, `154` = 86.92818531359,
        `155` = 158.619095396806, `156` = 191.245631606031, `158` = 123.927384200569,
        `159` = 92.2570023038562, `161` = 95.1147349798823, `162` = 215.831739940177,
        `165` = 158.558832169896, `166` = 76.5752134586085, `170` = 248.514755426674,
        `171` = 47.5996948633765, `176` = 120.763107056707, `178` = 235.060823730971,
        `179` = 106.826079553546, `182` = 102.140234828914, `183` = 145.753805231848,
        `186` = 192.22196403592, `187` = 196.957420640521, `191` = 176.058109982124,
        `192` = 142.755905724178, `193` = 94.3487162380784, `197` = 94.3280170876167,
        `199` = 135.272818583934, `200` = 203.558452127355, `201` = 89.8924130307417,
        `203` = 191.981427685168, `204` = 173.005865030963, `206` = 244.982510310389,
        `208` = 223.944581397623, `209` = 178.038277930261, `214` = 97.3980761957698,
        `215` = 114.906875031268, `217` = 191.533008107207, `219` = 126.350643522201,
        `220` = 146.762130526192, `222` = 138.967105560198, `223` = 138.066857822824,
        `224` = 138.390463415507, `225` = 97.680432600533, `226` = 225.738372003614,
        `227` = 81.1942650967083, `233` = 154.481072401373, `234` = 164.427783479323,
        `237` = 182.278908678164, `241` = 218.482044333188, `242` = 107.818088944833,
        `245` = 143.09069705004, `247` = 163.758320698634, `248` = 98.0137783111825,
        `250` = 245.809057301555, `251` = 263.830802079467, `252` = 259.383547218022,
        `253` = 184.823446811577, `255` = 270.940658463686, `256` = 118.766924342687,
        `257` = 282.971353434711, `258` = 104.552958552681, `259` = 94.7252018205733,
        `261` = 82.1534330726115, `262` = 116.402028621766, `263` = 243.097131499526,
        `264` = 39.7651192214643, `265` = 116.011549023509, `266` = 138.007988599303,
        `269` = 216.771947269409, `271` = 174.979052290377, `274` = 209.706284773743,
        `275` = 160.005975101149, `278` = 115.571853720819, `279` = 124.289829262432,
        `280` = 119.389203348973, `281` = 163.03939365728, `283` = 130.850160382258,
        `284` = 76.2633456445258, `292` = 209.864999008397, `294` = 158.586364752262,
        `296` = 178.332308952731, `297` = 80.5480191123531, `298` = 104.842670470496,
        `299` = 112.219784846412, `300` = 118.991329893926, `302` = 101.88783015228,
        `305` = 83.2497475268512, `310` = 148.242443837444, `312` = 186.45843394801,
        `313` = 113.11322812833, `314` = 216.008557739879, `316` = 130.588467970021,
        `317` = 216.22493939281, `319` = 167.083604665845, `322` = 267.608230481641,
        `324` = 240.249293764465, `325` = 204.520615766736, `331` = 139.082086425,
        `333` = 274.221823175784, `334` = 167.898468257713, `335` = 71.4455258129847,
        `336` = 84.6468470559938, `339` = 117.10245253674, `340` = 177.376165515554,
        `341` = 120.482939998684, `342` = 159.9769894577, `344` = 116.97307402293,
        `346` = 132.153195507013, `347` = 179.565617531565, `348` = 130.709534063191,
        `349` = 138.929471022666, `350` = 73.7732695961638, `351` = 235.646829128146,
        `357` = 94.7228764903904, `358` = 216.471762910295, `360` = 157.332238126437,
        `362` = 100.935498012984, `363` = 214.507833168871, `364` = 152.469253282532,
        `367` = 274.646900592722, `369` = 213.206315760538, `370` = 181.565263112874,
        `374` = 126.863610485392, `376` = 157.929717624278, `377` = 213.828243658119,
        `378` = 152.791985984254, `383` = 293.066178034689, `384` = 115.208294219403,
        `387` = 109.872609024667, `391` = 269.890855837368, `392` = 50.7358584446475,
        `393` = 81.214839972841, `394` = 100.375205058904, `395` = 283.174820314981,
        `399` = 199.121066608914, `401` = 158.081801950025, `405` = 173.177527816558,
        `407` = 67.9062394134038, `408` = 169.584641555005, `410` = 147.812317286354,
        `411` = 172.769049737812, `416` = 171.262219522669, `417` = 179.43810768007,
        `424` = 123.687145083533, `427` = 140.963339162152, `428` = 119.054686592911,
        `430` = 104.908818514051, `431` = 111.440934291265, `435` = 118.54867500515,
        `437` = 64.5994090757423), obs = c(75, 141, 63, 110,
        185, 118, 171, 97, 168, 68, 68, 245, 184, 202, 137, 85,
        131, 129, 341, 87, 65, 265, 276, 90, 100, 61, 259, 182,
        52, 37, 170, 170, 61, 163, 150, 178, 48, 270, 170, 252,
        113, 210, 65, 55, 42, 48, 96, 90, 162, 150, 279, 92,
        83, 102, 198, 134, 144, 232, 104, 258, 173, 180, 99,
        115, 274, 83, 272, 280, 336, 281, 317, 235, 128, 96,
        288, 71, 197, 186, 84, 96, 53, 217, 214, 59, 152, 47,
        127, 225, 81, 64, 138, 101, 137, 292, 178, 91, 72, 142,
        90, 158, 196, 222, 99, 202, 155, 49, 65, 248, 214, 185,
        93, 252, 150, 77, 208, 77, 259, 90, 67, 275, 177, 187,
        78, 51, 215, 303, 243, 91, 310, 153, 346, 63, 89, 39,
        103, 308, 116, 145, 74, 264, 202, 241, 66, 64, 102, 200,
        265, 230, 181, 248, 200, 85, 89, 31, 129, 83, 65, 253,
        142, 180, 144, 163, 97, 220, 109, 230, 248, 249, 244,
        270, 164, 72, 96, 214, 95, 216, 263, 113, 139, 139, 88,
        148, 88, 243, 54, 221, 311, 182, 321, 58, 233, 123, 167,
        168, 217, 121, 235, 132, 88, 72, 277, 63, 118, 69, 273,
        242, 175, 293, 72, 140, 181, 209, 174, 257, 91, 120,
        67, 94, 183, 49, 48), test.idx = c(2, 3, 8, 9, 14, 15,
        16, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 31, 33, 34,
        35, 37, 38, 40, 41, 43, 45, 55, 57, 58, 59, 60, 61, 66,
        67, 70, 71, 72, 77, 79, 80, 84, 85, 87, 89, 93, 94, 95,
        96, 97, 98, 99, 100, 102, 104, 107, 108, 109, 111, 115,
        122, 123, 127, 129, 131, 134, 136, 138, 139, 140, 142,
        143, 148, 149, 151, 154, 155, 156, 158, 159, 161, 162,
        165, 166, 170, 171, 176, 178, 179, 182, 183, 186, 187,
        191, 192, 193, 197, 199, 200, 201, 203, 204, 206, 208,
        209, 214, 215, 217, 219, 220, 222, 223, 224, 225, 226,
        227, 233, 234, 237, 241, 242, 245, 247, 248, 250, 251,
        252, 253, 255, 256, 257, 258, 259, 261, 262, 263, 264,
        265, 266, 269, 271, 274, 275, 278, 279, 280, 281, 283,
        284, 292, 294, 296, 297, 298, 299, 300, 302, 305, 310,
        312, 313, 314, 316, 317, 319, 322, 324, 325, 331, 333,
        334, 335, 336, 339, 340, 341, 342, 344, 346, 347, 348,
        349, 350, 351, 357, 358, 360, 362, 363, 364, 367, 369,
        370, 374, 376, 377, 378, 383, 384, 387, 391, 392, 393,
        394, 395, 399, 401, 405, 407, 408, 410, 411, 416, 417,
        424, 427, 428, 430, 431, 435, 437), model = structure(c(150.487050067982,
        1.38628351687991, -8.71520729384917, 42.1731482696797,
        28.0243871431752, -10.2579597476489, 3.66757409284348,
        3.83992912211344, 3.790705922921, 4.87301573212493, 4.39117742588456,
        4.1828621112791, 41.0317682092987, 0.361017996112625,
        -2.29909876182996, 8.65442481370559, 6.38197558995922,
        -2.45237817426213, 1.1653219844881e-103, 0.718440475859924,
        0.0224596828726809, 1.17255766949523e-15, 1.05884532039985e-09,
        0.0149883899467662), .Dim = c(6L, 4L), .Dimnames = list(
            c("(Intercept)", "age", "sex", "ltg", "bmi", "tc"
            ), c("Estimate", "Std. Error", "t value", "Pr(>|t|)"
            )))), class = "fs")), class = "nestfs")
nest.binom.ok <-
structure(list(structure(list(fs = structure(list(vars = c("age",
"sex", "map", "hdl", "bmi"), fdr = c(NA, NA, 0.00395550831942522,
0.0354430924393486, 0.0979375106407012), llks = c(NA, -151.596369819859,
-132.9701787872, -118.387238294341, -114.130074842452), diffs = c(NA,
NA, 18.6261910326593, 14.5829404928586, 4.25716345188889), iter = c(NA,
NA, 1L, 2L, 3L), coef = c(NA, NA, 0.938024735219245, -0.792859735248929,
0.606569241692402)), row.names = c(NA, -5L), class = "data.frame"),
    init = c("age", "sex"), panel = c("map", "hdl", "bmi"), init.model = "age + sex",
    final.model = "age + sex + map + hdl + bmi", family = "binomial",
    params = list(test = "t", sel.crit = "paired.test", num.filter = 0,
        filter.ignore = NULL, num.inner.folds = 10, max.iters = 3,
        max.pval = 0.5, min.llk.diff = 2, seed = 50), iter1 = structure(list(
        median.diff.llk = c(3.28014185900846, 2.14834811052321,
        0.043470700460043, 0.0680454629990042, 1.31087972545775,
        1.32720910375215, 1.92794315265171), total.diff.llk = c(23.5366359096006,
        18.6261910326593, 0.199416346195616, 0.0682200814430853,
        13.2464164753119, 12.5201151570876, 17.7769725501119),
        p.value = c(0.0120781589201081, 0.00395550831942522,
        0.383335310350142, 0.450449849195275, 0.0267947518643209,
        0.0150704433473454, 0.0332303377801312)), class = "data.frame", row.names = c("bmi",
    "map", "tc", "ldl", "hdl", "tch", "ltg")), all.iter = list(
        structure(c(-14.9839701218041, -10.2827546400123, -12.728709905697,
        -15.2766975627699, -14.837549385621, -9.9702022742741,
        -11.8776053578269, -13.3623579584861, -16.4394168541182,
        -13.7605334618829, -14.9644526280513, -16.3956302543282,
        -16.4975214033755, -15.0844550377041, -14.5520074707076,
        -13.4964725455054, -14.3959642993522, -14.7199038406541,
        -10.2828584758277, -14.0485070504406, -14.3223514607505,
        -15.683876230935, -11.9784311000969, -8.59689170239415,
        -15.0443951352629, -11.5760969096719, -13.0029591303235,
        -14.8681831113253, -15.0857251942345, -14.5143544051123,
        -16.1981407741118, -12.8101209932774, -14.6904295492925,
        -11.1332154827728, -12.1443856171781, -14.7160890259353,
        -14.6279514618962, -13.4236319147912, -14.0655524882864,
        -13.0779955322337, -14.5848176607342, -9.67533769508641,
        -11.4945836074293, -14.4315570297488, -14.4771190487707,
        -12.0268238247079, -12.1822350599112, -12.2594510130438,
        -16.4599096975823, -11.7319451259336, -18.6610495272446,
        -16.593021749229, -16.7985739060188, -14.9840246123564,
        -15.7266251663127, -12.1568696318078, -14.0965548953721,
        -13.7283155413421, -12.3057974595287, -13.9327250293437,
        -13.9201064005747, -13.8662715282356, -13.3295460712783,
        -18.4055491245706, -14.8836363551116, -18.5263414540993,
        -11.8724858085376, -15.1604222104435, -15.0880080711338,
        -15.8426407936986, -15.9958962366786, -15.0000586121118,
        -16.0172752512288, -12.9252897588029, -15.5128966273816,
        -15.9741204500987, -15.8732434060399, -12.9536727227317,
        -13.1702149375606, -14.6536301563162), .Dim = c(8L, 10L
        ), .Dimnames = list(c("Base", "bmi", "map", "tc", "ldl",
        "hdl", "tch", "ltg"), NULL)), structure(c(-12.728709905697,
        -9.43070300643015, -12.6322450029107, -12.7418750255788,
        -7.9528968177706, -10.4119256011736, -11.9292023412978,
        -14.9644526280513, -12.4677453362378, -14.9804972959828,
        -14.9632015433765, -11.865212595735, -12.5295831843605,
        -12.7181268208812, -10.2828584758277, -11.4176093719211,
        -10.6201013918819, -10.2834815245175, -12.0092118304143,
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        -18.4106961590758, -18.0711335729051, -14.9420459961557,
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        -12.3391345747791, -12.0937242640064, -12.0784564609572,
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        -11.7628768677936, -11.9365980897949, -13.1109506253971,
        -13.1738255352682, -12.7394745492826, -15.5128966273816,
        -13.1881687236023, -15.4656527111664, -15.5378664034067,
        -11.5219064171577, -12.9373640389353, -14.6880823321231
        ), .Dim = c(7L, 10L), .Dimnames = list(c("Base", "bmi",
        "tc", "ldl", "hdl", "tch", "ltg"), NULL)), structure(c(-7.9528968177706,
        -7.42925460997548, -7.87434544293625, -7.80525307188113,
        -7.96855719931438, -8.41551412251495, -11.865212595735,
        -10.9718003337753, -11.8811113422753, -11.7161304845201,
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        -9.68683812286025, -9.70811900181006, -8.67580218880065,
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        -8.71754891176279, -8.52237411323661, -18.4106961590758,
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        -12.1725156821194, -12.0821105781184, -12.3752452401923,
        -12.0971396702505, -14.8051070450537, -13.1109506253971,
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        -13.108357173854, -13.3628121083503, -11.5219064171577,
        -11.595086330981, -11.4736687078368, -11.6271136168227,
        -11.5259813321592, -12.3902988928538), .Dim = c(6L, 10L
        ), .Dimnames = list(c("Base", "bmi", "tc", "ldl", "tch",
        "ltg"), NULL))), fit = c(`1` = 0.847095886021897, `4` = 0.466628160323004,
    `5` = 0.571824812019859, `6` = 0.187715049970493, `7` = 0.191455835468644,
    `10` = 0.612377002797295, `11` = 0.362528684369636, `12` = 0.597415412777301,
    `13` = 0.309837555076878, `17` = 0.666768291545437, `18` = 0.859194859273983,
    `22` = 0.237416853682668, `30` = 0.541408337889485, `32` = 0.0442322630081876,
    `36` = 0.0224098169394087, `39` = 0.943949057454875, `42` = 0.0404232081639282,
    `44` = 0.0404417395057483, `46` = 0.52274889592167, `47` = 0.347759897401083,
    `48` = 0.186946537765066, `49` = 0.245929543421313, `50` = 0.686496760748213,
    `51` = 0.691500586716364, `52` = 0.750259064712408, `53` = 0.397876488644241,
    `54` = 0.790439700313882, `56` = 0.0775308183102938, `62` = 0.458435186947838,
    `63` = 0.088966712735239, `64` = 0.245958624694425, `65` = 0.232151516787593,
    `68` = 0.375329772566834, `69` = 0.226633690185629, `73` = 0.202261748951348,
    `74` = 0.376207474134326, `75` = 0.534612571289662, `76` = 0.279552973011097,
    `78` = 0.111215314924695, `81` = 0.690178639277779, `82` = 0.30354078958839,
    `83` = 0.0950821172774021, `86` = 0.780516981715983, `88` = 0.296307221511188,
    `90` = 0.138307755900746, `91` = 0.126294805065142, `92` = 0.590381460269389,
    `101` = 0.441122778212637, `103` = 0.317856293106454, `105` = 0.678882971098975,
    `106` = 0.223909749014815, `110` = 0.646906525630662, `112` = 0.255439621736492,
    `113` = 0.485582262989251, `114` = 0.872276985704823, `116` = 0.556515642753016,
    `117` = 0.908010188398271, `118` = 0.946596858345072, `119` = 0.617098976665925,
    `120` = 0.328553070582358, `121` = 0.700821046019173, `124` = 0.752479776821678,
    `125` = 0.623532344025026, `126` = 0.518473494231026, `128` = 0.140462419117807,
    `130` = 0.777003150371284, `132` = 0.0856181602198291, `133` = 0.317500640269564,
    `135` = 0.27461783741477, `137` = 0.0544107901915431, `141` = 0.821596370139235,
    `144` = 0.266461137472261, `145` = 0.729927470005235, `146` = 0.951739604709743,
    `147` = 0.739379266547308, `150` = 0.410187589104185, `152` = 0.356786826569521,
    `153` = 0.879291462946545, `157` = 0.519093052906852, `160` = 0.949046039979076,
    `163` = 0.315973830520247, `164` = 0.904411954535577, `167` = 0.141348648480287,
    `168` = 0.948307172907779, `169` = 0.791069407573936, `172` = 0.134076921227367,
    `173` = 0.759063692271848, `174` = 0.178446773218267, `175` = 0.408290315208025,
    `177` = 0.664228760971921, `180` = 0.652773644812588, `181` = 0.742179804139519,
    `184` = 0.682057793546826, `185` = 0.708448161822539, `188` = 0.140022067617505,
    `189` = 0.655761840155031, `190` = 0.357081052460724, `194` = 0.269947975147715,
    `195` = 0.565545397673326, `196` = 0.733252493311067, `198` = 0.894833022801977,
    `202` = 0.106564942803069, `205` = 0.810920351154564, `207` = 0.539206176441674,
    `210` = 0.893727657934867, `211` = 0.442555079590328, `212` = 0.837830502288592,
    `213` = 0.55888128685666, `216` = 0.972849072863639, `218` = 0.944084101713228,
    `221` = 0.251612392100851, `228` = 0.350496820185178, `229` = 0.214936531020708,
    `230` = 0.127172407702675, `231` = 0.327506663470057, `232` = 0.606257448579439,
    `235` = 0.865420436766512, `236` = 0.865999204144354, `238` = 0.0871923488050947,
    `239` = 0.890047647115994, `240` = 0.369896552497925, `243` = 0.23767380387622,
    `244` = 0.379837882447939, `246` = 0.232665717376848, `249` = 0.923943286840269,
    `254` = 0.831895236819084, `260` = 0.786387595786051, `267` = 0.0415732037981105,
    `268` = 0.247254604816159, `270` = 0.0428534063491663, `272` = 0.799775720093539,
    `273` = 0.454214707380849, `276` = 0.514700825544032, `277` = 0.731972860171556,
    `282` = 0.0551126179283146, `285` = 0.74944038175161, `286` = 0.76563674242873,
    `287` = 0.0138436644858599, `288` = 0.469983194161193, `289` = 0.371088264827211,
    `290` = 0.506411526157, `291` = 0.902920316431661, `293` = 0.148419209076432,
    `295` = 0.439151914748953, `301` = 0.700818282827662, `303` = 0.83429540166983,
    `304` = 0.931458744140904, `306` = 0.35613080791537, `307` = 0.547380353426867,
    `308` = 0.511473329948264, `309` = 0.175848704191872, `311` = 0.898605511815359,
    `315` = 0.661698747054821, `318` = 0.78022766020809, `320` = 0.602453866436781,
    `321` = 0.716699454137072, `323` = 0.962697322311148, `326` = 0.630721915741918,
    `327` = 0.425049995072806, `328` = 0.916674728560582, `329` = 0.534390404484282,
    `330` = 0.186279257289544, `332` = 0.385577899282725, `337` = 0.853948801043933,
    `338` = 0.830764477827938, `343` = 0.853226293017758, `345` = 0.347258038852316,
    `352` = 0.153074655231917, `353` = 0.0158203739938792, `354` = 0.21272941956677,
    `355` = 0.636525128288669, `356` = 0.449328478004073, `359` = 0.128284397190504,
    `361` = 0.785705082093809, `365` = 0.462150734127822, `366` = 0.481943738090626,
    `368` = 0.919420462891637, `371` = 0.0691982398890617, `372` = 0.712486221637253,
    `373` = 0.18155873398394, `375` = 0.138264767449227, `379` = 0.613671294514557,
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    `385` = 0.250918260942026, `386` = 0.593519028067688, `388` = 0.375023875657329,
    `389` = 0.725820549273304, `390` = 0.055197143610518, `396` = 0.370215424762565,
    `397` = 0.1403045771908, `398` = 0.547303557771225, `400` = 0.793161396470364,
    `402` = 0.0796813985496413, `403` = 0.543869410646638, `404` = 0.86448075686346,
    `406` = 0.984954196150827, `409` = 0.919324232879103, `412` = 0.506248352868334,
    `413` = 0.940855637310263, `414` = 0.253657158896309, `415` = 0.61214016565125,
    `418` = 0.407760965546657, `419` = 0.176698078078933, `420` = 0.170235636220279,
    `421` = 0.685632934941276, `422` = 0.756830349995377, `423` = 0.724727112102622,
    `425` = 0.547500692051268, `426` = 0.0886904861499786, `429` = 0.955823913324127,
    `432` = 0.344178083084095, `433` = 0.752125477487847, `434` = 0.0455825393689911,
    `436` = 0.401452742721674, `438` = 0.844190682148429, `439` = 0.192578065732185,
    `440` = 0.583934276775165, `441` = 0.783018588734153, `442` = 0.00580264776184
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    44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 62, 63, 64, 65,
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    418, 419, 420, 421, 422, 423, 425, 426, 429, 432, 433, 434,
    436, 438, 439, 440, 441, 442), model = structure(c(0.0663259028140092,
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    "sex", "map", "hdl", "bmi"), c("Estimate", "Std. Error",
    "z value", "Pr(>|z|)")))), class = "fs"), structure(list(
    fs = structure(list(vars = c("age", "sex", "ltg", "hdl",
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    init = c("age", "sex"), panel = c("ltg", "hdl", "bmi"), init.model = "age + sex",
    final.model = "age + sex + ltg + hdl + bmi", family = "binomial",
    params = list(test = "t", sel.crit = "paired.test", num.filter = 0,
        filter.ignore = NULL, num.inner.folds = 10, max.iters = 3,
        max.pval = 0.5, min.llk.diff = 2, seed = 50), iter1 = structure(list(
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        18.5118147880019, 14.8742994265484, 32.1049555764484),
        p.value = c(0.00286482758217018, 0.067330668430387, 0.293004187611058,
        0.348811920308459, 0.00626327217804266, 0.0373276157569822,
        0.00186468440136813)), class = "data.frame", row.names = c("bmi",
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        -10.7353085501617, -11.413774991776, -12.4222150296456,
        -12.4565592966016, -10.5006034737838, -11.5154083582554
        ), .Dim = c(7L, 10L), .Dimnames = list(c("Base", "bmi",
        "map", "tc", "ldl", "hdl", "tch"), NULL)), structure(c(-12.0672086004992,
        -10.0638235451014, -11.8228724992216, -12.4719560796809,
        -12.7703561918691, -12.6539147968519, -8.3530200814575,
        -7.42397662727601, -8.34351275421841, -8.52126179414608,
        -8.52347158515356, -8.80903928951879, -10.4442083903533,
        -10.762027739835, -10.2501178209813, -10.0946316168871,
        -10.1462189195814, -9.71209452837138, -18.2949569825441,
        -17.4649697854107, -17.3919471006644, -17.9754049114013,
        -18.0035816277675, -17.8269271193365, -11.7195862024836,
        -10.8198764759539, -11.5196768985236, -11.77994615618,
        -11.7188069993094, -11.5803228504264, -13.176749789825,
        -13.967850307088, -13.5630709411541, -12.8114203224959,
        -12.8484243437351, -12.6071306594806, -7.84953161237152,
        -7.41191158428443, -7.03194495844489, -8.16658972790097,
        -8.17819457823235, -7.94400457360461, -11.8150941679815,
        -12.4523679583646, -13.7579801983387, -11.6525227554178,
        -11.6277007728805, -11.8365833008839, -7.364911234844,
        -6.81112791563392, -6.92278388522381, -7.36796883203248,
        -7.37487989851189, -7.14840501035527, -10.5006034737838,
        -10.0405989044758, -10.5889872968266, -11.2034418886507,
        -11.1853205490301, -10.8626461895498), .Dim = c(6L, 10L
        ), .Dimnames = list(c("Base", "bmi", "map", "tc", "ldl",
        "tch"), NULL))), fit = c(`2` = 0.0526053878146114, `3` = 0.6425547669172,
    `8` = 0.12130441036387, `9` = 0.548788424959486, `14` = 0.513163383466481,
    `15` = 0.167391912825237, `16` = 0.543121433325866, `19` = 0.61434642668814,
    `20` = 0.387550950255473, `21` = 0.364642173888084, `23` = 0.185384099133072,
    `24` = 0.985566727950484, `25` = 0.620659261929297, `26` = 0.522612081310928,
    `27` = 0.0996988906246694, `28` = 0.711713184131599, `29` = 0.663119682721457,
    `31` = 0.530087109205849, `33` = 0.933423994398534, `34` = 0.0941643520749803,
    `35` = 0.153197818770155, `37` = 0.85862676967678, `38` = 0.682836060118136,
    `40` = 0.492740592922349, `41` = 0.423236483353825, `43` = 0.362780052812382,
    `45` = 0.902780613063663, `55` = 0.281085912871011, `57` = 0.928764312691923,
    `58` = 0.076682550449771, `59` = 0.0466844668481077, `60` = 0.347154128251894,
    `61` = 0.158072299195841, `66` = 0.621657345452881, `67` = 0.495646535203362,
    `70` = 0.286999034121113, `71` = 0.0492718996550947, `72` = 0.881273177924415,
    `77` = 0.381518430661064, `79` = 0.86250232057414, `80` = 0.118208581606085,
    `84` = 0.624738428971473, `85` = 0.0968439289913452, `87` = 0.019434886869,
    `89` = 0.0423109912826467, `93` = 0.498195336593537, `94` = 0.100032270056001,
    `95` = 0.126725118981455, `96` = 0.596740785680119, `97` = 0.830497343344358,
    `98` = 0.922784875099492, `99` = 0.219932705551586, `100` = 0.576144357914071,
    `102` = 0.0362251449095279, `104` = 0.545403713413074, `107` = 0.0943099734255064,
    `108` = 0.762745493527925, `109` = 0.889351758564856, `111` = 0.00819686912710494,
    `115` = 0.994394606851362, `122` = 0.903885889405989, `123` = 0.887551333186478,
    `127` = 0.032310842797945, `129` = 0.170801146274589, `131` = 0.71068874369493,
    `134` = 0.0285954303480126, `136` = 0.980446792532392, `138` = 0.876860461974649,
    `139` = 0.858458786408868, `140` = 0.969702656788924, `142` = 0.975905602438687,
    `143` = 0.605060732432192, `148` = 0.95032857912896, `149` = 0.123869448303031,
    `151` = 0.864150623656292, `154` = 0.117079337374136, `155` = 0.463265565525645,
    `156` = 0.694271082931924, `158` = 0.284675071853727, `159` = 0.277329525523495,
    `161` = 0.241855854957394, `162` = 0.911024917037926, `165` = 0.354192727454812,
    `166` = 0.0743233246372514, `170` = 0.987175828539993, `171` = 0.0116255723204888,
    `176` = 0.400297117983461, `178` = 0.98239749259478, `179` = 0.169378968750434,
    `182` = 0.286116683789912, `183` = 0.582386763865853, `186` = 0.782440938951662,
    `187` = 0.843454438581736, `191` = 0.869589118426509, `192` = 0.319237193516839,
    `193` = 0.0798991089652123, `197` = 0.192285777716288, `199` = 0.434636526185314,
    `200` = 0.856857386304069, `201` = 0.179330723623082, `203` = 0.752382371507873,
    `204` = 0.683392087752297, `206` = 0.943097045432683, `208` = 0.889330767919835,
    `209` = 0.860059638551255, `214` = 0.220271030651876, `215` = 0.0905077177579974,
    `217` = 0.865619196531705, `219` = 0.627816814808146, `220` = 0.431999574996425,
    `222` = 0.639166325979495, `223` = 0.271514385667115, `224` = 0.359589181687882,
    `225` = 0.230845866950549, `226` = 0.90886519568786, `227` = 0.0331930999644841,
    `233` = 0.587923145675225, `234` = 0.509989943684186, `237` = 0.837285301252714,
    `241` = 0.861126192819634, `242` = 0.143412546572345, `245` = 0.143518101465318,
    `247` = 0.642042503462229, `248` = 0.106698518467918, `250` = 0.971509911986206,
    `251` = 0.983742612773951, `252` = 0.96457453400835, `253` = 0.898529148942688,
    `255` = 0.970310322079817, `256` = 0.277054278277984, `257` = 0.986434476263574,
    `258` = 0.0586896827712987, `259` = 0.311435057525925, `261` = 0.0246266709691811,
    `262` = 0.0516385211597062, `263` = 0.884164745672215, `264` = 0.0164805667854426,
    `265` = 0.26358175475695, `266` = 0.23729015542531, `269` = 0.889422033573864,
    `271` = 0.375198817057784, `274` = 0.901013463042019, `275` = 0.735996852071241,
    `278` = 0.136570712724318, `279` = 0.424201993254268, `280` = 0.143858907160938,
    `281` = 0.368212515798678, `283` = 0.614243131611839, `284` = 0.113236907566373,
    `292` = 0.924357166327172, `294` = 0.614358683028477, `296` = 0.417879467359697,
    `297` = 0.135871728209996, `298` = 0.26057489207052, `299` = 0.168319382175316,
    `300` = 0.19863852277192, `302` = 0.0924188705519939, `305` = 0.22554475093419,
    `310` = 0.303621061225461, `312` = 0.904834315493996, `313` = 0.25953277151887,
    `314` = 0.823560044342569, `316` = 0.328358330704611, `317` = 0.843624990221736,
    `319` = 0.575482436806263, `322` = 0.995550025383752, `324` = 0.961960127147522,
    `325` = 0.961109802454328, `331` = 0.507572676126842, `333` = 0.990416649825196,
    `334` = 0.676387727527124, `335` = 0.0388227331287454, `336` = 0.0970665273473281,
    `339` = 0.473548241450936, `340` = 0.769917269824982, `341` = 0.328330055768984,
    `342` = 0.487495425940659, `344` = 0.249497094960959, `346` = 0.367664474603141,
    `347` = 0.771212459404301, `348` = 0.231180717767398, `349` = 0.268438316342212,
    `350` = 0.164484466400208, `351` = 0.833155819276837, `357` = 0.0871825852338971,
    `358` = 0.748302716527267, `360` = 0.512961288920008, `362` = 0.135375663214121,
    `363` = 0.756136736445037, `364` = 0.525191681787068, `367` = 0.964871653162829,
    `369` = 0.824549942204112, `370` = 0.858698538931828, `374` = 0.339384140913055,
    `376` = 0.363090753265422, `377` = 0.961057369948303, `378` = 0.627101074429216,
    `383` = 0.993135972328398, `384` = 0.131928062684323, `387` = 0.198759637486531,
    `391` = 0.966778721280772, `392` = 0.055561942906807, `393` = 0.0644924455063145,
    `394` = 0.197345316897326, `395` = 0.995406618749381, `399` = 0.892698632779246,
    `401` = 0.331495692756756, `405` = 0.654726106046615, `407` = 0.0737838244715238,
    `408` = 0.804509307334031, `410` = 0.532782538375301, `411` = 0.674381620237834,
    `416` = 0.868579152753298, `417` = 0.791093362731619, `424` = 0.526888102305244,
    `427` = 0.520656191573231, `428` = 0.124576635094111, `430` = 0.19280112004443,
    `431` = 0.525326323336331, `435` = 0.308527212622975, `437` = 0.0288740755852384
    ), obs = c(0, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0,
    0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 1, 1,
    1, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0,
    1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0,
    0, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0,
    0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 1, 1, 1, 0,
    1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1,
    1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1,
    1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1,
    1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 1,
    1, 1, 0, 1, 0, 1, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1,
    1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0), test.idx = c(2,
    3, 8, 9, 14, 15, 16, 19, 20, 21, 23, 24, 25, 26, 27, 28,
    29, 31, 33, 34, 35, 37, 38, 40, 41, 43, 45, 55, 57, 58, 59,
    60, 61, 66, 67, 70, 71, 72, 77, 79, 80, 84, 85, 87, 89, 93,
    94, 95, 96, 97, 98, 99, 100, 102, 104, 107, 108, 109, 111,
    115, 122, 123, 127, 129, 131, 134, 136, 138, 139, 140, 142,
    143, 148, 149, 151, 154, 155, 156, 158, 159, 161, 162, 165,
    166, 170, 171, 176, 178, 179, 182, 183, 186, 187, 191, 192,
    193, 197, 199, 200, 201, 203, 204, 206, 208, 209, 214, 215,
    217, 219, 220, 222, 223, 224, 225, 226, 227, 233, 234, 237,
    241, 242, 245, 247, 248, 250, 251, 252, 253, 255, 256, 257,
    258, 259, 261, 262, 263, 264, 265, 266, 269, 271, 274, 275,
    278, 279, 280, 281, 283, 284, 292, 294, 296, 297, 298, 299,
    300, 302, 305, 310, 312, 313, 314, 316, 317, 319, 322, 324,
    325, 331, 333, 334, 335, 336, 339, 340, 341, 342, 344, 346,
    347, 348, 349, 350, 351, 357, 358, 360, 362, 363, 364, 367,
    369, 370, 374, 376, 377, 378, 383, 384, 387, 391, 392, 393,
    394, 395, 399, 401, 405, 407, 408, 410, 411, 416, 417, 424,
    427, 428, 430, 431, 435, 437), model = structure(c(-0.0498024714891838,
    0.155841480493746, -0.816650649671852, 1.15825106680763,
    -0.772321982136319, 0.676862702796889, 0.175444627215916,
    0.18526172596719, 0.223420842914017, 0.245096689453764, 0.236318304652464,
    0.224796764744493, -0.28386432961491, 0.841196311219433,
    -3.65521246370975, 4.72569037708738, -3.26814286888236, 3.01099841702001,
    0.776514353327044, 0.400237966697776, 0.000256969075423354,
    2.29334860857269e-06, 0.00108255704075471, 0.00260390210083488
    ), .Dim = c(6L, 4L), .Dimnames = list(c("(Intercept)", "age",
    "sex", "ltg", "hdl", "bmi"), c("Estimate", "Std. Error",
    "z value", "Pr(>|z|)")))), class = "fs")), class = "nestfs")
glm.gauss.ok <-
structure(list(list(summary = structure(c(154.048070390042, 4.52039050982847,
-1.98238013156813, 36.7201858902956, 21.5424647879988, 3.93738032697523,
4.15523643469187, 4.10227589804088, 4.13328205867294, 4.33356586090859,
39.1245085811623, 1.08787804999204, -0.483239104545565, 8.88402614896434,
4.97107127927258, 5.28798743303061e-100, 0.277861325945953, 0.629415434219392,
2.55371295048675e-16, 1.35485847338399e-06), .Dim = 5:4, .Dimnames = list(
    c("(Intercept)", "age", "sex", "bmi", "map"), c("Estimate",
    "Std. Error", "t value", "Pr(>|t|)"))), family = "gaussian",
    fit = c(`1` = 213.023028707421, `4` = 121.927650919562, `5` = 138.255272115334,
    `6` = 106.930032454888, `7` = 104.015351886172, `10` = 164.272275250265,
    `11` = 85.8003464679714, `12` = 152.99191973642, `13` = 131.089912379218,
    `17` = 210.353238772973, `18` = 193.469936557855, `22` = 127.125755588378,
    `30` = 182.111009125131, `32` = 66.3304165589997, `36` = 110.391748694701,
    `39` = 250.975616879409, `42` = 44.9665217615324, `44` = 107.554901820583,
    `46` = 141.859718732565, `47` = 126.588650393914, `48` = 66.2427657486624,
    `49` = 131.320933481046, `50` = 156.406980919604, `51` = 160.3392779508,
    `52` = 183.299745718329, `53` = 141.055943748919, `54` = 174.47272687498,
    `56` = 97.3210068842473, `62` = 127.121471091336, `63` = 125.588497517712,
    `64` = 96.250384347474, `65` = 120.424937408483, `68` = 136.705899250348,
    `69` = 114.341787485477, `73` = 149.162852503551, `74` = 136.540906755632,
    `75` = 180.472510711329, `76` = 115.257976630672, `78` = 84.9892888780645,
    `81` = 191.208075465487, `82` = 122.418436177563, `83` = 115.212050766011,
    `86` = 215.815916465576, `88` = 160.64737519846, `90` = 105.594936121502,
    `91` = 119.220725961556, `92` = 175.935213693631, `101` = 160.598254863119,
    `103` = 161.679662009895, `105` = 202.375017789989, `106` = 111.300215430312,
    `110` = 149.34268502381, `112` = 149.412042334695, `113` = 151.878861826215,
    `114` = 193.419621495779, `116` = 147.46794863563, `117` = 233.369505302433,
    `118` = 184.656505009266, `119` = 149.929483976077, `120` = 120.07581543467,
    `121` = 159.993052237825, `124` = 178.75787433988, `125` = 177.533765172484,
    `126` = 143.959146250066, `128` = 148.066459649894, `130` = 171.537677075984,
    `132` = 62.3394103713134, `133` = 132.939560132463, `135` = 167.251952678256,
    `137` = 58.2144279636274, `141` = 186.143447295212, `144` = 153.203173549598,
    `145` = 183.56480754949, `146` = 279.625174150344, `147` = 195.463838285896,
    `150` = 122.066721291532, `152` = 150.384031191103, `153` = 179.726445230142,
    `157` = 146.788173740989, `160` = 228.31715467874, `163` = 140.657107209374,
    `164` = 244.185738191181, `167` = 83.6621769181734, `168` = 233.181088138974,
    `169` = 197.009784750854, `172` = 73.8478986640255, `173` = 214.617895009656,
    `174` = 82.029972969114, `175` = 141.466968061145, `177` = 189.08638472073,
    `180` = 135.712775677016, `181` = 167.961987408805, `184` = 157.601604494665,
    `185` = 165.585012881749, `188` = 95.4241440629888, `189` = 176.480407735325,
    `190` = 104.948907256719, `194` = 119.796377053494, `195` = 118.577583181693,
    `196` = 180.615179462224, `198` = 190.982042865975, `202` = 98.4008275183645,
    `205` = 180.647229770654, `207` = 168.129809835118, `210` = 171.76749445108,
    `211` = 174.548005063689, `212` = 203.047811475533, `213` = 181.099177084866,
    `216` = 271.187916756357, `218` = 232.991134755665, `221` = 121.057589473689,
    `228` = 161.230345741019, `229` = 113.64213987917, `230` = 123.612067486785,
    `231` = 177.438628971943, `232` = 142.755735570908, `235` = 211.129953864591,
    `236` = 173.385293427362, `238` = 77.1342395821606, `239` = 174.956627735126,
    `240` = 167.622750794058, `243` = 113.667796835159, `244` = 123.16880157827,
    `246` = 112.620028747511, `249` = 215.733145898068, `254` = 193.28983397513,
    `260` = 148.290093795939, `267` = 104.150126248588, `268` = 122.571592229154,
    `270` = 120.119246098891, `272` = 181.642977077681, `273` = 136.886067451047,
    `276` = 147.695875216595, `277` = 205.840595482596, `282` = 47.5971691034371,
    `285` = 151.65502974319, `286` = 134.279045663264, `287` = 74.8198875204334,
    `288` = 148.187166958011, `289` = 155.454256793919, `290` = 169.311048576316,
    `291` = 228.28531509213, `293` = 125.003501046485, `295` = 127.706605306022,
    `301` = 195.510033841231, `303` = 198.159918117334, `304` = 232.369457849248,
    `306` = 102.378852154196, `307` = 161.227907482509, `308` = 136.517147355731,
    `309` = 105.509879738779, `311` = 221.576791573576, `315` = 178.931363164706,
    `318` = 156.352934210317, `320` = 182.12009348979, `321` = 174.566274341252,
    `323` = 229.814849803931, `326` = 167.403739063534, `327` = 134.769031442253,
    `328` = 264.279835925253, `329` = 176.524838053577, `330` = 106.699913618359,
    `332` = 123.361785391241, `337` = 203.280820760224, `338` = 175.756501007658,
    `343` = 199.570756438001, `345` = 118.645973397911, `352` = 97.4213417592397,
    `353` = 76.3989842694621, `354` = 91.2997583503726, `355` = 194.694013404808,
    `356` = 144.363873972347, `359` = 76.6353908087761, `361` = 183.339476118782,
    `365` = 138.523433940558, `366` = 123.776396957192, `368` = 289.368974310039,
    `371` = 87.1889580339516, `372` = 172.008201136553, `373` = 124.024285349826,
    `375` = 88.7321005253964, `379` = 152.781868134578, `380` = 135.903353325281,
    `381` = 204.108726105336, `382` = 42.709653695398, `385` = 134.244799911949,
    `386` = 161.769417296866, `388` = 129.710993385479, `389` = 163.487479345701,
    `390` = 114.058653364451, `396` = 137.774861973056, `397` = 109.574065256891,
    `398` = 143.789795557304, `400` = 197.631659917296, `402` = 96.8176445323194,
    `403` = 126.532646210402, `404` = 226.440950540676, `406` = 289.46720955536,
    `409` = 171.906069027081, `412` = 181.801416331064, `413` = 257.414673575117,
    `414` = 138.359803400917, `415` = 162.832495825435, `418` = 172.2399208461,
    `419` = 125.937129168754, `420` = 87.4467257463384, `421` = 130.115093591213,
    `422` = 178.115707154529, `423` = 228.473095528838, `425` = 151.821457893986,
    `426` = 80.2738768187448, `429` = 264.42868767856, `432` = 144.649607994187,
    `433` = 196.785654808839, `434` = 93.5041140129814, `436` = 118.469163596074,
    `438` = 198.086710412891, `439` = 108.548264085221, `440` = 151.450039023594,
    `441` = 182.261352542689, `442` = 58.4435515093667), obs = c(151,
    206, 135, 97, 138, 310, 101, 69, 179, 166, 144, 49, 283,
    59, 102, 252, 55, 92, 53, 190, 142, 75, 142, 155, 225, 59,
    104, 128, 144, 52, 128, 71, 97, 160, 202, 111, 85, 42, 200,
    143, 51, 52, 141, 134, 111, 98, 164, 128, 302, 95, 53, 81,
    59, 246, 297, 229, 275, 281, 179, 200, 200, 84, 121, 161,
    109, 268, 158, 107, 103, 85, 118, 60, 174, 259, 178, 126,
    88, 292, 25, 195, 172, 131, 70, 220, 268, 74, 295, 101, 151,
    237, 151, 107, 185, 265, 143, 141, 79, 116, 86, 122, 129,
    39, 277, 196, 77, 191, 70, 73, 263, 296, 78, 108, 160, 53,
    220, 154, 246, 124, 72, 257, 262, 71, 47, 125, 258, 150,
    50, 45, 115, 87, 127, 182, 94, 283, 94, 156, 233, 60, 219,
    80, 68, 332, 84, 55, 275, 198, 236, 124, 44, 172, 114, 109,
    147, 190, 191, 122, 242, 192, 131, 237, 78, 135, 199, 306,
    91, 178, 200, 71, 77, 109, 272, 60, 90, 281, 262, 206, 242,
    63, 197, 71, 140, 245, 40, 52, 104, 69, 219, 201, 110, 51,
    258, 43, 198, 232, 93, 168, 275, 281, 189, 136, 261, 113,
    131, 55, 84, 42, 146, 212, 233, 111, 152, 310, 66, 173, 72,
    64, 178, 104, 132, 220, 57), test.llk = -1023.31619058986,
    test.idx = c(1, 4, 5, 6, 7, 10, 11, 12, 13, 17, 18, 22, 30,
    32, 36, 39, 42, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56,
    62, 63, 64, 65, 68, 69, 73, 74, 75, 76, 78, 81, 82, 83, 86,
    88, 90, 91, 92, 101, 103, 105, 106, 110, 112, 113, 114, 116,
    117, 118, 119, 120, 121, 124, 125, 126, 128, 130, 132, 133,
    135, 137, 141, 144, 145, 146, 147, 150, 152, 153, 157, 160,
    163, 164, 167, 168, 169, 172, 173, 174, 175, 177, 180, 181,
    184, 185, 188, 189, 190, 194, 195, 196, 198, 202, 205, 207,
    210, 211, 212, 213, 216, 218, 221, 228, 229, 230, 231, 232,
    235, 236, 238, 239, 240, 243, 244, 246, 249, 254, 260, 267,
    268, 270, 272, 273, 276, 277, 282, 285, 286, 287, 288, 289,
    290, 291, 293, 295, 301, 303, 304, 306, 307, 308, 309, 311,
    315, 318, 320, 321, 323, 326, 327, 328, 329, 330, 332, 337,
    338, 343, 345, 352, 353, 354, 355, 356, 359, 361, 365, 366,
    368, 371, 372, 373, 375, 379, 380, 381, 382, 385, 386, 388,
    389, 390, 396, 397, 398, 400, 402, 403, 404, 406, 409, 412,
    413, 414, 415, 418, 419, 420, 421, 422, 423, 425, 426, 429,
    432, 433, 434, 436, 438, 439, 440, 441, 442)), list(summary = structure(c(150.352486307946,
0.201565043761631, -7.92128245682764, 37.5969052250175, 17.75283587467,
4.1651037457722, 4.61672851344836, 4.30753735308907, 4.74968172478476,
5.18319611591686, 36.0981371617843, 0.0436597134040868, -1.83893529121623,
7.91566833390742, 3.42507508449344, 1.89504672114155e-93, 0.965215986237397,
0.0672975080657964, 1.27337152458204e-13, 0.000735484357955258
), .Dim = 5:4, .Dimnames = list(c("(Intercept)", "age", "sex",
"bmi", "map"), c("Estimate", "Std. Error", "t value", "Pr(>|t|)"
))), family = "gaussian", fit = c(`2` = 107.314680535863, `3` = 175.264791906103,
`8` = 165.535044629724, `9` = 175.86045840127, `14` = 143.468931917608,
`15` = 133.071997388273, `16` = 157.41259958706, `19` = 135.647186565303,
`20` = 128.452982984691, `21` = 96.4422624834485, `23` = 150.821400590473,
`24` = 201.551249391388, `25` = 177.265423538576, `26` = 116.682216488605,
`27` = 86.4454862718431, `28` = 189.738225694261, `29` = 113.40300154081,
`31` = 185.372092126264, `33` = 251.707660024647, `34` = 117.288777555918,
`35` = 86.4790717997064, `37` = 195.614442266333, `38` = 145.088392041406,
`40` = 125.397902506923, `41` = 143.497251009282, `43` = 127.827505218021,
`45` = 198.951146118329, `55` = 180.369038184456, `57` = 180.328996512653,
`58` = 88.8616288533218, `59` = 120.391175473203, `60` = 126.2771400065,
`61` = 139.331087526571, `66` = 144.636318670359, `67` = 115.24045142909,
`70` = 119.347621340776, `71` = 97.9823199627496, `72` = 231.016880077289,
`77` = 190.245973889222, `79` = 103.523147232948, `80` = 117.94676832707,
`84` = 147.965019423862, `85` = 88.8807982413399, `87` = 67.3105596198421,
`89` = 84.3502156943084, `93` = 197.695522378203, `94` = 68.6653696962561,
`95` = 139.356977370637, `96` = 81.380150560796, `97` = 168.447298010976,
`98` = 218.261039365064, `99` = 133.19944067814, `100` = 111.221915328159,
`102` = 130.012808990125, `104` = 179.021927562265, `107` = 80.9249052174908,
`108` = 176.732773017511, `109` = 189.10219540206, `111` = 108.243715082331,
`115` = 268.439775866338, `122` = 180.023038186592, `123` = 214.312302007024,
`127` = 99.2869210699299, `129` = 98.5897128507989, `131` = 256.554073849579,
`134` = 84.4529741045396, `136` = 188.545734627276, `138` = 233.543904346922,
`139` = 258.614534323996, `140` = 226.295507663599, `142` = 177.795108200438,
`143` = 166.237126737943, `148` = 223.681139774909, `149` = 146.539415565938,
`151` = 222.834986683541, `154` = 130.971410014784, `155` = 156.466568092958,
`156` = 208.089250025447, `158` = 108.919604425043, `159` = 79.9478224203361,
`161` = 80.8047340095698, `162` = 218.266492873471, `165` = 151.01316598332,
`166` = 87.5307454396318, `170` = 155.124770788372, `171` = 112.393363552671,
`176` = 117.818465945876, `178` = 170.078624301438, `179` = 141.538005285843,
`182` = 104.069428406355, `183` = 167.564356719237, `186` = 130.366104271665,
`187` = 167.721416889389, `191` = 158.532299164456, `192` = 92.6838794407703,
`193` = 120.708001539978, `197` = 108.910202373491, `199` = 190.494508885198,
`200` = 135.2807966804, `201` = 109.300394957529, `203` = 156.613025420142,
`204` = 185.653253415596, `206` = 200.032394216453, `208` = 204.484705077005,
`209` = 218.291601256566, `214` = 93.2961227879663, `215` = 123.203091838811,
`217` = 188.686074322294, `219` = 90.9487838345035, `220` = 117.171459376978,
`222` = 117.341808457053, `223` = 137.459932057984, `224` = 114.905866691522,
`225` = 63.2050840280726, `226` = 186.210040482864, `227` = 95.2825212342494,
`233` = 137.928264066974, `234` = 168.401647578456, `237` = 176.493717703444,
`241` = 225.892438339686, `242` = 137.187209177101, `245` = 177.17434494562,
`247` = 109.553462240895, `248` = 78.0150927496225, `250` = 225.290770579029,
`251` = 229.926381451828, `252` = 251.884473186341, `253` = 183.871403619157,
`255` = 215.199674323312, `256` = 103.968648483844, `257` = 267.054741772024,
`258` = 107.199710147687, `259` = 107.080899254897, `261` = 129.986188044855,
`262` = 163.963010715207, `263` = 278.865033215443, `264` = 63.0261764447774,
`265` = 152.016690250439, `266` = 115.165860586319, `269` = 238.300094509334,
`271` = 197.235822766291, `274` = 143.413471726535, `275` = 151.769449174257,
`278` = 111.487777936885, `279` = 81.8438301452943, `280` = 124.453406720661,
`281` = 171.204562576306, `283` = 151.915136762308, `284` = 103.83513423581,
`292` = 196.322556779449, `294` = 235.599296498705, `296` = 157.59029847783,
`297` = 94.8139480651811, `298` = 127.24998185659, `299` = 94.9272357568863,
`300` = 125.261900756165, `302` = 142.253761574415, `305` = 131.375657032535,
`310` = 142.109737307594, `312` = 168.510500376795, `313` = 136.833594909954,
`314` = 203.785021076988, `316` = 121.770666701157, `317` = 153.712552874135,
`319` = 172.904506004674, `322` = 228.784729290832, `324` = 154.893271001225,
`325` = 166.673377461502, `331` = 181.848777075859, `333` = 269.349819521155,
`334` = 147.858526039733, `335` = 95.8995999172628, `336` = 115.032478160653,
`339` = 118.952706349535, `340` = 133.34272226264, `341` = 196.079750596633,
`342` = 210.051367762641, `344` = 206.191061928788, `346` = 127.538438471926,
`347` = 167.771148126581, `348` = 90.6772502709036, `349` = 139.832414402767,
`350` = 79.950076942002, `351` = 229.909345944561, `357` = 109.759919545061,
`358` = 187.889345331335, `360` = 158.548860808498, `362` = 162.925535095531,
`363` = 250.880136459565, `364` = 122.373002994168, `367` = 244.044102134238,
`369` = 149.347628097055, `370` = 172.78032382548, `374` = 147.045243300082,
`376` = 180.009617375401, `377` = 209.473599650227, `378` = 156.74172026378,
`383` = 197.314393291614, `384` = 115.777000133534, `387` = 119.767244371052,
`391` = 218.901380629371, `392` = 78.6370374263736, `393` = 117.293212449284,
`394` = 104.844333185899, `395` = 193.586350591184, `399` = 157.569274968269,
`401` = 227.44995137953, `405` = 226.587248450616, `407` = 62.2877372365589,
`408` = 211.627280493701, `410` = 153.533680158343, `411` = 122.984138855616,
`416` = 145.968892419761, `417` = 257.660535279405, `424` = 121.401560054809,
`427` = 131.310650904938, `428` = 144.12245292789, `430` = 122.895570868722,
`431` = 94.0443293749793, `435` = 161.92445565294, `437` = 80.2289174550511
), obs = c(75, 141, 63, 110, 185, 118, 171, 97, 168, 68, 68,
245, 184, 202, 137, 85, 131, 129, 341, 87, 65, 265, 276, 90,
100, 61, 259, 182, 52, 37, 170, 170, 61, 163, 150, 178, 48, 270,
170, 252, 113, 210, 65, 55, 42, 48, 96, 90, 162, 150, 279, 92,
83, 102, 198, 134, 144, 232, 104, 258, 173, 180, 99, 115, 274,
83, 272, 280, 336, 281, 317, 235, 128, 96, 288, 71, 197, 186,
84, 96, 53, 217, 214, 59, 152, 47, 127, 225, 81, 64, 138, 101,
137, 292, 178, 91, 72, 142, 90, 158, 196, 222, 99, 202, 155,
49, 65, 248, 214, 185, 93, 252, 150, 77, 208, 77, 259, 90, 67,
275, 177, 187, 78, 51, 215, 303, 243, 91, 310, 153, 346, 63,
89, 39, 103, 308, 116, 145, 74, 264, 202, 241, 66, 64, 102, 200,
265, 230, 181, 248, 200, 85, 89, 31, 129, 83, 65, 253, 142, 180,
144, 163, 97, 220, 109, 230, 248, 249, 244, 270, 164, 72, 96,
214, 95, 216, 263, 113, 139, 139, 88, 148, 88, 243, 54, 221,
311, 182, 321, 58, 233, 123, 167, 168, 217, 121, 235, 132, 88,
72, 277, 63, 118, 69, 273, 242, 175, 293, 72, 140, 181, 209,
174, 257, 91, 120, 67, 94, 183, 49, 48), test.llk = -1010.75392443009,
    test.idx = c(2, 3, 8, 9, 14, 15, 16, 19, 20, 21, 23, 24,
    25, 26, 27, 28, 29, 31, 33, 34, 35, 37, 38, 40, 41, 43, 45,
    55, 57, 58, 59, 60, 61, 66, 67, 70, 71, 72, 77, 79, 80, 84,
    85, 87, 89, 93, 94, 95, 96, 97, 98, 99, 100, 102, 104, 107,
    108, 109, 111, 115, 122, 123, 127, 129, 131, 134, 136, 138,
    139, 140, 142, 143, 148, 149, 151, 154, 155, 156, 158, 159,
    161, 162, 165, 166, 170, 171, 176, 178, 179, 182, 183, 186,
    187, 191, 192, 193, 197, 199, 200, 201, 203, 204, 206, 208,
    209, 214, 215, 217, 219, 220, 222, 223, 224, 225, 226, 227,
    233, 234, 237, 241, 242, 245, 247, 248, 250, 251, 252, 253,
    255, 256, 257, 258, 259, 261, 262, 263, 264, 265, 266, 269,
    271, 274, 275, 278, 279, 280, 281, 283, 284, 292, 294, 296,
    297, 298, 299, 300, 302, 305, 310, 312, 313, 314, 316, 317,
    319, 322, 324, 325, 331, 333, 334, 335, 336, 339, 340, 341,
    342, 344, 346, 347, 348, 349, 350, 351, 357, 358, 360, 362,
    363, 364, 367, 369, 370, 374, 376, 377, 378, 383, 384, 387,
    391, 392, 393, 394, 395, 399, 401, 405, 407, 408, 410, 411,
    416, 417, 424, 427, 428, 430, 431, 435, 437))), class = "nestglm")
glm.binom.ok <-
structure(list(list(summary = structure(c(0.105738981606515,
0.0894749480816193, -0.0799569004425449, 0.908826193258174, 0.779284887514366,
0.16236351570457, 0.169907050352369, 0.169426039870433, 0.189074935141281,
0.197113767412733, 0.651248410997167, 0.526611155311437, -0.471928048980494,
4.80669842662689, 3.9534777186955, 0.514886144426783, 0.598463643731902,
0.636978146512951, 1.53443182637148e-06, 7.70234394514209e-05
), .Dim = 5:4, .Dimnames = list(c("(Intercept)", "age", "sex",
"bmi", "map"), c("Estimate", "Std. Error", "z value", "Pr(>|z|)"
))), family = "binomial", fit = c(`1` = 0.835843381065975, `4` = 0.308353654901743,
`5` = 0.463648562906135, `6` = 0.251930697178801, `7` = 0.226751626916244,
`10` = 0.562041602022623, `11` = 0.187361913696012, `12` = 0.465623397304277,
`13` = 0.380299752390398, `17` = 0.85646589545787, `18` = 0.786882467891724,
`22` = 0.366562368335185, `30` = 0.743148464166758, `32` = 0.0797357126415235,
`36` = 0.216637237713054, `39` = 0.951533852307003, `42` = 0.0438911742972086,
`44` = 0.1989668809099, `46` = 0.481217269938101, `47` = 0.334020640828487,
`48` = 0.0912953619767224, `49` = 0.386614843688252, `50` = 0.530368060638724,
`51` = 0.587019348220902, `52` = 0.71449172707943, `53` = 0.452308067428822,
`54` = 0.732367713032469, `56` = 0.191690724737993, `62` = 0.298949104407903,
`63` = 0.304510550165987, `64` = 0.168887355169585, `65` = 0.269306177137006,
`68` = 0.385894496368222, `69` = 0.243233870988173, `73` = 0.464354969821143,
`74` = 0.406631705440995, `75` = 0.733390676952295, `76` = 0.265229674922071,
`78` = 0.128491192229712, `81` = 0.775723996313965, `82` = 0.295298295447226,
`83` = 0.277912470041833, `86` = 0.838675256883261, `88` = 0.583306399800337,
`90` = 0.241659304449481, `91` = 0.280804813484993, `92` = 0.593066386900732,
`101` = 0.542616833503905, `103` = 0.570651020774263, `105` = 0.791192763654015,
`106` = 0.230857893904296, `110` = 0.48767704534736, `112` = 0.468671073980531,
`113` = 0.496284644478938, `114` = 0.796490874181992, `116` = 0.473837201403111,
`117` = 0.914915011439069, `118` = 0.788384141172144, `119` = 0.5320268870845,
`120` = 0.326229558685308, `121` = 0.59015448529691, `124` = 0.662915485890037,
`125` = 0.681448023388166, `126` = 0.453693069977599, `128` = 0.461008031294886,
`130` = 0.642768531206507, `132` = 0.080219845470565, `133` = 0.376521918028949,
`135` = 0.580519953869983, `137` = 0.076577374852374, `141` = 0.74410261868158,
`144` = 0.520300488951608, `145` = 0.669564472235961, `146` = 0.973116501003967,
`147` = 0.753755078806575, `150` = 0.281222265777667, `152` = 0.503471021595148,
`153` = 0.747782862155546, `157` = 0.492255526305385, `160` = 0.918831831878669,
`163` = 0.36422008378103, `164` = 0.9366629041834, `167` = 0.13798570915424,
`168` = 0.905169259993163, `169` = 0.754697954040626, `172` = 0.0870210489725113,
`173` = 0.831207525492244, `174` = 0.15329898066194, `175` = 0.384327432141382,
`177` = 0.754125485743596, `180` = 0.40785172063618, `181` = 0.650087497972996,
`184` = 0.614446880134454, `185` = 0.573049598712049, `188` = 0.194557508574472,
`189` = 0.719656914407904, `190` = 0.254768329991981, `194` = 0.247700855825778,
`195` = 0.366996666032568, `196` = 0.688917769995033, `198` = 0.790192977195675,
`202` = 0.202485436565044, `205` = 0.695873220113887, `207` = 0.592294612246797,
`210` = 0.698014696117265, `211` = 0.671568448571701, `212` = 0.804857707682019,
`213` = 0.722489764321294, `216` = 0.969639797160106, `218` = 0.929290088927929,
`221` = 0.313449567714288, `228` = 0.626198895863694, `229` = 0.23966061457118,
`230` = 0.305456838014617, `231` = 0.592314547721123, `232` = 0.49100466801981,
`235` = 0.853677975115122, `236` = 0.694811482713363, `238` = 0.104246645526113,
`239` = 0.707425868647358, `240` = 0.597413927323747, `243` = 0.269711257493058,
`244` = 0.345381725975689, `246` = 0.262762565616529, `249` = 0.879729064928667,
`254` = 0.75201328484645, `260` = 0.551329372546629, `267` = 0.253952550436337,
`268` = 0.247670484701667, `270` = 0.300409061740621, `272` = 0.722666026501131,
`273` = 0.357486056854194, `276` = 0.494474935063267, `277` = 0.850328874317068,
`282` = 0.0565508064954134, `285` = 0.53559914544798, `286` = 0.390973223390701,
`287` = 0.0987493670873646, `288` = 0.471436473461869, `289` = 0.546715501576403,
`290` = 0.569164585596127, `291` = 0.882145015424973, `293` = 0.319923949831273,
`295` = 0.349900232297076, `301` = 0.719109832638427, `303` = 0.801050642339554,
`304` = 0.925866417258341, `306` = 0.196408332084112, `307` = 0.588885924973828,
`308` = 0.408892668198724, `309` = 0.224592280774354, `311` = 0.880044386912498,
`315` = 0.667479800047906, `318` = 0.614773928498196, `320` = 0.742253205485446,
`321` = 0.651209448913893, `323` = 0.905308195160393, `326` = 0.530581034187573,
`327` = 0.354964728703505, `328` = 0.951504101171385, `329` = 0.597479019491143,
`330` = 0.248895917144927, `332` = 0.286079618349658, `337` = 0.763721820614228,
`338` = 0.723707889947144, `343` = 0.812153943105937, `345` = 0.289400561812404,
`352` = 0.188449712384485, `353` = 0.109316639355351, `354` = 0.170376641354996,
`355` = 0.769063617423596, `356` = 0.48642799422366, `359` = 0.129216392833525,
`361` = 0.724130937044106, `365` = 0.39826949992846, `366` = 0.332782884582814,
`368` = 0.970796178976682, `371` = 0.138757630503479, `372` = 0.678745907457033,
`373` = 0.322989126383514, `375` = 0.14417770439303, `379` = 0.501138574123915,
`380` = 0.450053483327114, `381` = 0.841427099726461, `382` = 0.0458873463260528,
`385` = 0.399055152703644, `386` = 0.624402497438922, `388` = 0.303342962528723,
`389` = 0.6393890823388, `390` = 0.205405351161863, `396` = 0.402828393080034,
`397` = 0.248626020582666, `398` = 0.424643963268334, `400` = 0.798794660178247,
`402` = 0.16999993965193, `403` = 0.314638823287671, `404` = 0.870631184349119,
`406` = 0.978850774209382, `409` = 0.751138189621011, `412` = 0.644288453742917,
`413` = 0.951873006313565, `414` = 0.409788187166182, `415` = 0.556871522162913,
`418` = 0.555910664599408, `419` = 0.331511244452311, `420` = 0.14397333037694,
`421` = 0.385001792260476, `422` = 0.682148387451501, `423` = 0.902458525960965,
`425` = 0.479123621520243, `426` = 0.111530198336807, `429` = 0.962052488190859,
`432` = 0.480008931050041, `433` = 0.761134283958941, `434` = 0.181713850706839,
`436` = 0.279466328941181, `438` = 0.810300984993513, `439` = 0.197774741624411,
`440` = 0.519553055168826, `441` = 0.702797549097221, `442` = 0.0671767301856643
), obs = c(1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 0, 0, 1, 0,
0, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0,
1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1,
1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 1,
1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0,
0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0,
0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0,
0, 1, 1, 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 1, 0, 1, 0, 0, 1, 1,
0, 1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0,
0, 1, 1, 0, 0, 1, 0, 1, 1, 0, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0,
1, 1, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 1, 0), test.llk = -128.003149103601,
    test.idx = c(1, 4, 5, 6, 7, 10, 11, 12, 13, 17, 18, 22, 30,
    32, 36, 39, 42, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56,
    62, 63, 64, 65, 68, 69, 73, 74, 75, 76, 78, 81, 82, 83, 86,
    88, 90, 91, 92, 101, 103, 105, 106, 110, 112, 113, 114, 116,
    117, 118, 119, 120, 121, 124, 125, 126, 128, 130, 132, 133,
    135, 137, 141, 144, 145, 146, 147, 150, 152, 153, 157, 160,
    163, 164, 167, 168, 169, 172, 173, 174, 175, 177, 180, 181,
    184, 185, 188, 189, 190, 194, 195, 196, 198, 202, 205, 207,
    210, 211, 212, 213, 216, 218, 221, 228, 229, 230, 231, 232,
    235, 236, 238, 239, 240, 243, 244, 246, 249, 254, 260, 267,
    268, 270, 272, 273, 276, 277, 282, 285, 286, 287, 288, 289,
    290, 291, 293, 295, 301, 303, 304, 306, 307, 308, 309, 311,
    315, 318, 320, 321, 323, 326, 327, 328, 329, 330, 332, 337,
    338, 343, 345, 352, 353, 354, 355, 356, 359, 361, 365, 366,
    368, 371, 372, 373, 375, 379, 380, 381, 382, 385, 386, 388,
    389, 390, 396, 397, 398, 400, 402, 403, 404, 406, 409, 412,
    413, 414, 415, 418, 419, 420, 421, 422, 423, 425, 426, 429,
    432, 433, 434, 436, 438, 439, 440, 441, 442)), list(summary = structure(c(-0.00857679475020683,
0.09146901471191, -0.368388508370247, 1.09419381949907, 0.435515995201274,
0.156638345354164, 0.176848680558551, 0.163620113174205, 0.209679518168338,
0.196871440938782, -0.054755396776022, 0.517216268863404, -2.25148669820334,
5.2184105965973, 2.2121847288998, 0.956333335275017, 0.605005196452901,
0.0243547284470082, 1.80465051232625e-07, 0.0269539035763066), .Dim = 5:4, .Dimnames = list(
    c("(Intercept)", "age", "sex", "bmi", "map"), c("Estimate",
    "Std. Error", "z value", "Pr(>|z|)"))), family = "binomial",
    fit = c(`2` = 0.251542652204186, `3` = 0.675406407419634,
    `8` = 0.571306107096774, `9` = 0.674890287863983, `14` = 0.411019182463066,
    `15` = 0.430611499388677, `16` = 0.454714771263852, `19` = 0.422252975370642,
    `20` = 0.378140310215606, `21` = 0.188103606125145, `23` = 0.499064979361158,
    `24` = 0.796303513124836, `25` = 0.696041303208326, `26` = 0.233653290407702,
    `27` = 0.131571382719065, `28` = 0.784601034182524, `29` = 0.324510419402606,
    `31` = 0.743666021774051, `33` = 0.943073721786687, `34` = 0.313798092175332,
    `35` = 0.166403814581482, `37` = 0.797475093640001, `38` = 0.512168154016061,
    `40` = 0.319096223413158, `41` = 0.405548604930398, `43` = 0.29040920215,
    `45` = 0.790309536154703, `55` = 0.709335374326178, `57` = 0.723667024256363,
    `58` = 0.163544729512363, `59` = 0.32364281463897, `60` = 0.318325542052502,
    `61` = 0.435555147466035, `66` = 0.376317695093898, `67` = 0.242869800050978,
    `70` = 0.32240175517196, `71` = 0.200131487270185, `72` = 0.904787120727488,
    `77` = 0.696503474771933, `79` = 0.232623766222015, `80` = 0.276115082071487,
    `84` = 0.515634783836497, `85` = 0.18343647762131, `87` = 0.0671569658253877,
    `89` = 0.113477042776461, `93` = 0.78517961074924, `94` = 0.102381689569643,
    `95` = 0.421049818354793, `96` = 0.13292061843545, `97` = 0.595852658983738,
    `98` = 0.890009365945808, `99` = 0.347520329294584, `100` = 0.260913293543011,
    `102` = 0.304564421274608, `104` = 0.68288010978702, `107` = 0.119320890242221,
    `108` = 0.7371149863363, `109` = 0.722578108940685, `111` = 0.219802369174779,
    `115` = 0.970460248288107, `122` = 0.742891523294196, `123` = 0.852822722551572,
    `127` = 0.18531303572177, `129` = 0.192204680652481, `131` = 0.933580996274509,
    `134` = 0.111049744855371, `136` = 0.783259138063435, `138` = 0.915686086398135,
    `139` = 0.94912939151417, `140` = 0.90746751609212, `142` = 0.721176227744309,
    `143` = 0.578195929164045, `148` = 0.89903612344691, `149` = 0.41556746911763,
    `151` = 0.902851977480772, `154` = 0.320375463275034, `155` = 0.538175579870684,
    `156` = 0.800868891674673, `158` = 0.20860882995245, `159` = 0.137983524966331,
    `161` = 0.142723882575923, `162` = 0.834805028216593, `165` = 0.545900092957197,
    `166` = 0.15409900574429, `170` = 0.542882336429184, `171` = 0.239534802589033,
    `176` = 0.340596836613502, `178` = 0.695445186035317, `179` = 0.495992746175441,
    `182` = 0.259899513733838, `183` = 0.582049589908805, `186` = 0.292194299611759,
    `187` = 0.558798998504864, `191` = 0.58076517489252, `192` = 0.145623339644668,
    `193` = 0.282772402076554, `197` = 0.255134511732321, `199` = 0.775387205945679,
    `200` = 0.425120434723084, `201` = 0.276994070070628, `203` = 0.528214174344932,
    `204` = 0.685381683392057, `206` = 0.815378219842816, `208` = 0.840678042697118,
    `209` = 0.883102924106634, `214` = 0.182765081244618, `215` = 0.360062449685852,
    `217` = 0.710716861148832, `219` = 0.165886565375766, `220` = 0.274483470885697,
    `222` = 0.293812292736236, `223` = 0.343993563596647, `224` = 0.27264461970325,
    `225` = 0.0933697355977348, `226` = 0.702547355816618, `227` = 0.130180098327274,
    `233` = 0.383504897071948, `234` = 0.701106357924397, `237` = 0.704655746192106,
    `241` = 0.882638912342422, `242` = 0.379659215360177, `245` = 0.634270381905426,
    `247` = 0.291882749409843, `248` = 0.112714479779659, `250` = 0.899217136959861,
    `251` = 0.919229658500317, `252` = 0.927980231823867, `253` = 0.7688022160163,
    `255` = 0.839729159443694, `256` = 0.228560879368608, `257` = 0.970939170935555,
    `258` = 0.181916883727949, `259` = 0.231099671371426, `261` = 0.425699087352779,
    `262` = 0.6050901356829, `263` = 0.967358735228052, `264` = 0.0600477106626113,
    `265` = 0.502915159206192, `266` = 0.229299442137874, `269` = 0.91675235708629,
    `271` = 0.745729108419897, `274` = 0.425108857483095, `275` = 0.532558832219862,
    `278` = 0.254518139451835, `279` = 0.131950424345939, `280` = 0.299741229949108,
    `281` = 0.598968742961841, `283` = 0.575179850737073, `284` = 0.230400027639075,
    `292` = 0.815267251027541, `294` = 0.920746817291007, `296` = 0.507220474680239,
    `297` = 0.21304389897293, `298` = 0.391943583067, `299` = 0.161656800486033,
    `300` = 0.312212140803669, `302` = 0.381201276696621, `305` = 0.326803005690377,
    `310` = 0.399432675640879, `312` = 0.714983958056452, `313` = 0.402007299109999,
    `314` = 0.804918086629484, `316` = 0.353621696413961, `317` = 0.492424063259406,
    `319` = 0.709657761067153, `322` = 0.91991275556435, `324` = 0.50496666480614,
    `325` = 0.652798623888467, `331` = 0.669314125040799, `333` = 0.970917652523935,
    `334` = 0.44323954806546, `335` = 0.140769347485872, `336` = 0.293966504452403,
    `339` = 0.299228682468135, `340` = 0.440387599608441, `341` = 0.76798074509626,
    `342` = 0.823694963895617, `344` = 0.825648065711594, `346` = 0.350726765741517,
    `347` = 0.576018666678281, `348` = 0.154912078575319, `349` = 0.469921145941208,
    `350` = 0.106511146384263, `351` = 0.872920167336441, `357` = 0.210931938828761,
    `358` = 0.689521662749853, `360` = 0.52418667960234, `362` = 0.625402544084183,
    `363` = 0.936241887192855, `364` = 0.257696490831517, `367` = 0.925322561238944,
    `369` = 0.440390095103247, `370` = 0.69535447040044, `374` = 0.475041837905627,
    `376` = 0.646886976743441, `377` = 0.863839950930858, `378` = 0.508760826496156,
    `383` = 0.83402694815919, `384` = 0.242992176107361, `387` = 0.330392112500553,
    `391` = 0.852469386168831, `392` = 0.130147291529005, `393` = 0.233465971867843,
    `394` = 0.220361263362609, `395` = 0.793290785894049, `399` = 0.601094414187819,
    `401` = 0.897271269485308, `405` = 0.899386106498864, `407` = 0.0832456917790311,
    `408` = 0.885203938321205, `410` = 0.436972598937859, `411` = 0.272485415068073,
    `416` = 0.517268983906634, `417` = 0.953747075184299, `424` = 0.26295618489344,
    `427` = 0.325520305680882, `428` = 0.403934902202031, `430` = 0.328573435578271,
    `431` = 0.190216733242766, `435` = 0.616070246580082, `437` = 0.126135635570723
    ), obs = c(0, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0,
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    1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0), test.llk = -119.8259786138,
    test.idx = c(2, 3, 8, 9, 14, 15, 16, 19, 20, 21, 23, 24,
    25, 26, 27, 28, 29, 31, 33, 34, 35, 37, 38, 40, 41, 43, 45,
    55, 57, 58, 59, 60, 61, 66, 67, 70, 71, 72, 77, 79, 80, 84,
    85, 87, 89, 93, 94, 95, 96, 97, 98, 99, 100, 102, 104, 107,
    108, 109, 111, 115, 122, 123, 127, 129, 131, 134, 136, 138,
    139, 140, 142, 143, 148, 149, 151, 154, 155, 156, 158, 159,
    161, 162, 165, 166, 170, 171, 176, 178, 179, 182, 183, 186,
    187, 191, 192, 193, 197, 199, 200, 201, 203, 204, 206, 208,
    209, 214, 215, 217, 219, 220, 222, 223, 224, 225, 226, 227,
    233, 234, 237, 241, 242, 245, 247, 248, 250, 251, 252, 253,
    255, 256, 257, 258, 259, 261, 262, 263, 264, 265, 266, 269,
    271, 274, 275, 278, 279, 280, 281, 283, 284, 292, 294, 296,
    297, 298, 299, 300, 302, 305, 310, 312, 313, 314, 316, 317,
    319, 322, 324, 325, 331, 333, 334, 335, 336, 339, 340, 341,
    342, 344, 346, 347, 348, 349, 350, 351, 357, 358, 360, 362,
    363, 364, 367, 369, 370, 374, 376, 377, 378, 383, 384, 387,
    391, 392, 393, 394, 395, 399, 401, 405, 407, 408, 410, 411,
    416, 417, 424, 427, 428, 430, 431, 435, 437))), class = "nestglm")