Executes an NLME stepwise covariate search
stepwiseSearch.RdExecutes an NLME stepwise covariate search
Usage
stepwiseSearch(
model,
hostPlatform = NULL,
params,
covariateModel,
stepwiseParams,
runInBackground = FALSE,
...
)Arguments
- model
PK/PD model class object.
- hostPlatform
Host definition for model execution. See
hostParams. Ifmissing, multicore local host with 4 threads is used.- params
Engine parameters. See
engineParams. Ifmissing, default parameters generated by engineParams(model) are used.- covariateModel
Covariate Effects Model providing the relationship between covariates and structural parameters to test (
covariateModel(model)).- stepwiseParams
Stepwise parameters defining decision tree. See
StepwiseParams- runInBackground
Set to
TRUEto run in background and return prompt.- ...
Additional arguments for
hostParamsor arguments available insideengineParamsfunctions. IfengineParamsarguments are supplied through bothparamsargument and additional argument (i.e., ellipsis), then the arguments inparamswill be ignored and only the additional arguments will be used with warning. IfhostParamsarguments are supplied through both thehostPlatformargument and the ellipses, values supplied tohostPlatformwill be overridden by additional arguments supplied via the ellipses e.g.,....
Value
if runInBackground = FALSE, a data frame is returned with
stepwise search results, i.e. "Overall" comma separated file.
Otherwise the StepwiseNlmeJob class object is returned.
Examples
# \donttest{
# Define the model
model <- pkmodel(numCompartments = 2,
data = pkData,
ID = "Subject",
Time = "Act_Time",
A1 = "Amount",
CObs = "Conc")
# Add Gender covariate of type categorical
model <- addCovariate(model,
covariate = "Gender",
type = "Categorical",
effect = c("V2", "Cl2"),
levels = c(0, 1),
labels = c("Female", "Male"))
# Add Bodyweight covariate of type continuous
model <- addCovariate(model,
covariate = "BodyWeight",
type = "Continuous",
direction = "Backward",
center = "Mean",
effect = c("V", "Cl"))
# Define the host
defaultHost <- hostParams(parallelMethod = "None",
hostName = "local",
numCores = 1)
# Define the engine parameters
params <- engineParams(model)
# Define covariate model
cp <- covariateModel(model)
# Define the stepwise parameters
sp <- StepwiseParams(0.01, 0.001, "-2LL")
# Perform stepwise search
OverallDF <- stepwiseSearch(model = model,
hostPlatform = defaultHost,
params = params,
covariateModel = cp,
stepwiseParams = sp,
runInBackground = FALSE)
#> Stepwise Job
#>
#> NLME Job
#>
#> Preparing files for Stepwise Covariate Search run
#>
#> ----------------------------------------------------------------------
#> Processing scenarios:
#> "Base Model, no covariates", " V-BodyWeight", " Cl-BodyWeight", " V2-Gender", " Cl2-Gender"
#> ----------------------------------------------------------------------
#>
#> Compiling 1 of 1 NLME models
#> TDL5 version: 24.9.1.1
#>
#> Status: OK
#> License expires: 2026-04-08
#> Refresh until: 2025-05-07 20:38:27
#> Current Date: 2025-04-07
#> The model compiled
#>
#> ------------------------------------------------------------
#> Processing scenario: Base Model, no covariates:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1734.38 1.07796 1.05372 1.10597 1.07380 0 0
#> 2 1640.76 1.19901 1.16447 1.21074 1.19472 0 0
#> 3 1587.09 1.35133 1.31271 1.35521 1.34724 0 0
#> 4 1559.94 1.51691 1.47592 1.51570 1.51267 0 0
#> 5 1545.53 1.69253 1.65038 1.68761 1.68812 0 0
#> 6 1537.46 1.87322 1.83076 1.86587 1.86828 0 0
#> 7 1532.81 2.04832 2.00610 2.03978 2.04280 0 0
#> 8 1530.43 2.19847 2.15746 2.19006 2.19264 0 0
#> 9 1529.44 2.28870 2.24956 2.28142 2.28275 0 0
#> 10 1528.44 2.36768 2.33174 2.36244 2.36178 0 0
#> 11 1525.84 2.52046 2.49445 2.52134 2.51486 0 0
#> 12 1519.67 2.80483 2.80466 2.82032 2.80038 0 0
#> 13 1515.10 3.21194 3.25592 3.24936 3.20963 0 0
#> 14 1510.03 3.05238 3.08750 3.07917 3.04942 0 0
#> 15 1504.03 3.18762 3.25244 3.21772 3.18563 0 0
#> 16 1503.29 3.75212 3.93610 3.79491 3.75353 0 0
#> 17 1495.99 3.57164 3.73550 3.60451 3.57215 0 0
#> 18 1493.74 3.72773 3.93150 3.76212 3.72926 0 0
#> 19 1486.86 4.46486 4.87109 4.50720 4.47162 0 0
#> 20 1482.33 4.54962 4.99801 4.59027 4.55754 0 0
#> 21 1465.23 5.63303 6.49837 5.67268 5.65262 0 0
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 22 1449.27 6.59887 7.94730 6.63178 6.63436 0
#> 23 1448.20 6.63453 8.02035 6.66403 6.67397 0
#> 24 1447.20 6.48840 7.81175 6.50995 6.53610 0
#> 25 1445.80 6.66308 8.03269 6.67198 6.72787 0
#> 26 1443.68 7.05368 8.50609 7.03508 7.15239 0
#> 27 1442.28 7.73989 9.30359 7.67427 7.88704 0
#> 28 1439.90 8.00197 9.57586 7.91965 8.15561 0
#> 29 1438.04 8.71977 10.37810 8.58723 8.90172 0
#> 30 1433.56 10.51470 12.38290 10.24620 10.76480 0
#> 31 1430.80 13.20840 15.39390 12.73360 13.55560 0
#> 32 1426.24 13.39910 15.55390 12.89450 13.73680 0
#> 33 1423.81 13.37820 15.51600 12.86180 13.71630 0
#> 34 1420.55 13.70890 15.83190 13.11970 14.05080 0
#> 35 1419.51 13.04010 15.05450 12.47940 13.35950 0
#> 36 1418.94 13.20170 15.18740 12.60690 13.52300 0
#> 37 1418.52 13.34050 15.25530 12.69030 13.65650 0
#> 38 1418.36 13.37370 15.22970 12.68750 13.68070 0
#> 39 1418.06 13.40110 15.13910 12.64770 13.68500 0
#> 40 1417.51 13.43880 14.93790 12.55190 13.66830 0
#> 41 1416.28 13.54310 14.48840 12.34650 13.63650 0
#> 42 1412.63 13.81930 13.15790 11.73050 13.50180 0
#> 43 1407.84 14.02130 11.77100 11.06010 13.29600 0
#> 44 1396.03 14.26380 9.51721 9.94067 12.90450 0
#> 45 1395.16 14.29720 9.34148 9.85834 12.88540 0
#> 46 1393.35 14.74660 9.26154 9.97137 13.20540 0
#> 47 1392.09 15.37510 9.54412 10.34430 13.74600 0
#> 48 1391.28 15.54000 9.56985 10.42690 13.86320 0
#> 49 1389.36 15.99990 9.88680 10.78810 14.24390 0
#> 50 1383.23 16.82190 10.23320 11.36040 14.80120 0
#> 51 1369.52 18.30030 10.88910 12.42670 15.78270 0
#> 52 1369.33 17.92850 10.52810 12.09090 15.44410 0
#> 53 1368.42 17.88140 10.44130 12.04870 15.36520 0
#> 54 1366.48 17.61510 10.38310 11.94490 15.13790 0
#> 55 1363.06 16.78580 10.04080 11.47630 14.45060 0
#> 56 1362.31 13.82850 8.69583 9.76333 11.93010 0
#> 57 1357.67 15.93530 9.66199 10.99520 13.73650 0
#> 58 1355.79 15.74690 9.56148 10.89120 13.57230 0
#> 59 1355.65 15.58150 9.41209 10.79040 13.40820 0
#> 60 1355.00 15.68560 9.44333 10.83690 13.49060 0
#> 61 1354.90 15.68560 9.41837 10.83000 13.49110 0
#> 62 1354.80 15.68740 9.37022 10.82650 13.48340 0
#> 63 1354.61 15.70510 9.29862 10.83830 13.48970 0
#> 64 1353.66 15.72660 8.80199 10.87760 13.46370 0
#> 65 1352.13 15.77960 8.26341 10.97590 13.48090 0
#> 66 1349.69 15.87630 7.49375 11.15190 13.53640 0
#> 67 1348.18 16.29090 6.02434 11.68150 13.86540 0
#> 68 1346.34 16.71400 6.71746 11.93300 14.29090 0
#> 69 1345.37 16.43280 6.82777 11.72850 14.04620 0
#> 70 1345.16 16.42540 6.64103 11.76870 14.03860 0
#> 71 1345.13 16.45730 6.57512 11.81440 14.06960 0
#> 72 1345.11 16.48070 6.56530 11.85440 14.09680 0
#> 73 1345.06 16.47850 6.55807 11.89300 14.10530 0
#> 74 1344.80 16.45650 6.57700 12.10850 14.14470 0
#> 75 1344.41 16.39200 6.57185 12.45800 14.18110 0
#> 76 1343.45 16.19350 6.59046 13.30500 14.23230 0
#> 77 1341.39 15.78050 6.60390 15.30820 14.37450 0
#> 78 1337.19 15.05110 6.65227 19.61790 14.76860 0
#> 79 1327.88 13.93180 6.70938 28.02470 15.71720 0
#> 80 1302.82 12.80220 6.76827 38.86270 17.14170 0
#> 81 1284.74 12.33980 6.79452 43.29190 17.72490 0
#> 82 1282.34 12.76410 6.77007 41.87900 17.70010 0
#> 83 1279.32 13.15660 6.72522 39.98650 17.56910 0
#> 84 1277.51 13.16020 6.62288 41.20580 17.80480 0
#> 85 1276.86 13.41570 6.58475 40.84230 17.89380 0
#> 86 1276.27 13.89050 6.52270 40.70480 18.16860 0
#> 87 1276.13 14.08000 6.52653 40.79190 18.30560 0
#> 88 1276.05 14.20080 6.54900 40.96770 18.41330 0
#> 89 1276.01 14.20620 6.56174 41.01130 18.41290 0
#> 90 1275.87 14.31720 6.60695 41.11430 18.43160 0
#> 91 1275.68 14.34790 6.62197 41.15470 18.37020 0
#> 92 1273.84 14.55290 6.75451 41.40800 17.47950 0
#> 93 1271.14 14.86770 6.88971 41.58780 15.89640 0
#> 94 1269.45 15.41650 6.99641 41.70710 12.99820 0
#> 95 1267.17 15.67980 6.82707 41.49850 14.43090 0
#> 96 1266.02 15.77030 6.69588 41.32660 14.35680 0
#> 97 1265.63 15.43280 6.57327 41.14070 14.04780 0
#> 98 1265.59 15.43120 6.59821 41.17400 14.03770 0
#> 99 1265.59 15.40390 6.59947 41.18690 14.02430 0
#> 100 1265.59 15.39370 6.59984 41.19000 14.02580 0
#>
#> Num Jobs/Completed/Failed:5/1/0
#>
#> ------------------------------------------------------------
#> Processing scenario: V-BodyWeight:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1734.38 1.07796 1.05372 1.10597 1.07380 0.000077755 0
#> 2 1640.76 1.19901 1.16447 1.21074 1.19472 0.000386334 0
#> 3 1587.09 1.35132 1.31271 1.35521 1.34724 0.000909713 0
#> 4 1559.94 1.51690 1.47592 1.51571 1.51267 0.001095460 0
#> 5 1545.57 1.69166 1.64950 1.68680 1.68726 0.001528320 0
#> 6 1537.43 1.87379 1.83131 1.86642 1.86883 0.002627420 0
#> 7 1532.80 2.04950 2.00734 2.04090 2.04393 0.003767040 0
#> 8 1530.44 2.19734 2.15649 2.18886 2.19128 0.004880470 0
#> 9 1529.44 2.29247 2.25355 2.28516 2.28615 0.005524720 0
#> 10 1528.48 2.36086 2.32488 2.35558 2.35443 0.005980000 0
#> 11 1525.53 2.53423 2.50963 2.53625 2.52747 0.008151170 0
#> 12 1519.47 2.81508 2.81633 2.83236 2.80829 0.011568500 0
#> 13 1516.71 3.21308 3.25908 3.25347 3.20667 0.016601300 0
#> 14 1510.90 3.00022 3.03051 3.02636 2.99391 0.013726200 0
#> 15 1505.82 3.11383 3.16808 3.14332 3.10799 0.014611300 0
#> 16 1500.58 3.31072 3.40430 3.34544 3.30548 0.016542500 0
#> 17 1496.94 3.57421 3.72521 3.61392 3.56989 0.019546300 0
#> 18 1492.69 3.85040 4.07668 3.89069 3.84743 0.022417000 0
#> 19 1488.30 4.24094 4.58477 4.28179 4.24021 0.026903100 0
#> 20 1483.31 4.76056 5.27469 4.80307 4.76322 0.033769300 0
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 21 1474.85 5.48250 6.27983 5.52456 5.49152 0.044336100
#> 22 1461.72 6.49351 7.74894 6.53376 6.51421 0.061984300
#> 23 1453.74 6.89316 8.38001 6.92862 6.92102 0.070889800
#> 24 1450.65 7.17414 8.81123 7.20046 7.21475 0.078289500
#> 25 1447.71 6.83920 8.30369 6.85430 6.88942 0.075555700
#> 26 1445.47 7.07248 8.61115 7.08652 7.12677 0.079632800
#> 27 1444.06 7.47035 9.11490 7.47339 7.54078 0.089347800
#> 28 1442.76 7.66863 9.34281 7.65804 7.75263 0.096235900
#> 29 1440.38 8.84282 10.69640 8.74793 8.99761 0.138091000
#> 30 1438.42 8.77643 10.55650 8.67267 8.92335 0.140202000
#> 31 1436.64 9.21576 11.07390 9.08304 9.37655 0.156564000
#> 32 1434.68 9.69315 11.63290 9.52817 9.86812 0.175201000
#> 33 1432.50 10.17160 12.19400 9.97495 10.35900 0.194640000
#> 34 1430.04 10.66060 12.76810 10.43230 10.85960 0.215426000
#> 35 1427.38 11.16890 13.36520 10.90820 11.37960 0.237929000
#> 36 1424.69 11.68230 13.96710 11.38890 11.90460 0.262260000
#> 37 1418.42 13.44710 16.02930 13.03930 13.70750 0.353186000
#> 38 1417.51 14.11740 16.75410 13.64750 14.38640 0.410675000
#> 39 1416.75 14.22140 16.85090 13.73230 14.49430 0.432981000
#> 40 1415.99 14.11420 16.70430 13.61400 14.37360 0.473084000
#> 41 1413.64 14.00180 16.45890 13.42980 14.20700 0.662357000
#> 42 1409.70 14.65540 16.89160 13.83360 14.74090 1.191530000
#> 43 1409.09 14.34400 16.47510 13.50990 14.39640 1.252640000
#> 44 1408.45 14.41140 16.55000 13.57740 14.46060 1.231450000
#> 45 1407.00 14.51000 16.59820 13.65400 14.51920 1.213800000
#> 46 1405.89 14.80700 16.73850 13.82980 14.72840 1.400360000
#> 47 1404.93 14.75970 16.53250 13.71690 14.60270 1.470730000
#> 48 1404.14 14.65670 16.24780 13.52380 14.42210 1.623350000
#> 49 1403.93 14.56190 16.16210 13.44770 14.33350 1.571670000
#> 50 1403.65 14.48830 16.04870 13.36140 14.23980 1.543330000
#> 51 1402.19 14.21730 15.42700 12.93110 13.79000 1.461170000
#> 52 1399.05 13.76710 13.98920 11.98960 12.83170 1.342220000
#> 53 1389.01 12.91240 10.39300 9.71588 10.57880 1.103980000
#> 54 1387.02 12.79060 9.87547 9.39020 10.25850 1.076160000
#> 55 1384.79 12.66210 9.33342 9.04897 9.92284 1.047290000
#> 56 1382.52 12.53360 8.79118 8.70774 9.58735 1.018340000
#> 57 1379.82 12.42980 8.24260 8.37215 9.26443 0.990396000
#> 58 1378.07 12.43650 8.02193 8.25276 9.16023 0.969024000
#> 59 1370.15 13.10040 7.56887 8.22083 9.28147 0.890711000
#> 60 1365.80 14.14530 8.50190 9.07081 10.27970 0.893055000
#> 61 1359.11 15.15620 8.72229 9.51846 10.88380 1.034260000
#> 62 1355.41 15.71000 8.79623 9.73276 11.19290 1.162720000
#> 63 1353.20 16.19280 8.80951 9.90134 11.42790 1.527890000
#> 64 1349.53 15.71810 8.70546 9.68799 11.12860 1.481060000
#> 65 1347.65 15.50870 8.90936 9.72742 11.08440 1.448210000
#> 66 1345.99 15.96060 9.05499 9.96019 11.39600 1.339700000
#> 67 1345.06 16.10540 8.99454 9.98229 11.43470 1.333040000
#> 68 1344.39 16.52810 9.17252 10.23520 11.73690 1.332900000
#> 69 1344.18 16.63760 9.18405 10.29070 11.81390 1.346700000
#> 70 1343.90 16.90580 9.27759 10.47410 12.05100 1.383690000
#> 71 1343.74 16.90120 9.24273 10.47530 12.06130 1.368270000
#> 72 1341.72 16.84720 8.79187 10.57360 12.29830 1.270640000
#> 73 1337.65 16.39890 7.73256 10.74590 12.75800 1.053010000
#> 74 1334.43 15.88900 6.38283 11.09590 13.51460 0.922903000
#> 75 1332.33 16.04910 6.60954 11.23230 13.65710 1.049300000
#> 76 1330.53 16.12820 6.51699 11.53790 14.10410 1.468880000
#> 77 1330.03 16.10600 6.38529 11.54230 14.12560 1.290400000
#> 78 1329.88 16.11570 6.46208 11.50340 14.05600 1.328640000
#> 79 1329.85 16.13450 6.45134 11.53380 14.09430 1.353280000
#> 80 1329.82 16.11480 6.44266 11.53300 14.08740 1.353820000
#> 81 1329.50 16.00930 6.39745 11.63030 14.12560 1.325410000
#> 82 1329.08 15.90710 6.39643 11.87070 14.28270 1.325290000
#> 83 1327.99 15.63870 6.47169 12.60300 14.80250 1.339020000
#> 84 1326.81 15.40400 6.70540 13.59980 15.52850 1.333610000
#> 85 1326.42 15.40650 6.95694 14.42830 16.17580 1.355960000
#> 86 1326.37 15.34950 6.95336 14.50030 16.22210 1.326840000
#> 87 1326.34 15.37320 6.96785 14.55090 16.25430 1.316220000
#> 88 1326.23 15.47280 6.95684 14.62340 16.25300 1.263720000
#> 89 1325.98 15.50820 6.96250 14.86290 16.36190 1.258780000
#> 90 1321.62 15.90280 7.06268 19.24730 18.08340 1.249340000
#> 91 1314.37 16.22800 7.21061 27.16650 21.23420 1.236060000
#> 92 1292.25 16.65910 7.32907 39.04290 25.99390 1.222730000
#> 93 1287.82 16.60070 7.28973 37.65790 25.39170 1.232550000
#> 94 1282.75 16.34420 7.09845 38.00610 25.45550 1.306580000
#> 95 1282.52 15.42280 6.43229 42.12550 26.79060 1.509640000
#> 96 1275.92 15.79130 6.78422 40.43390 26.15660 1.383980000
#> 97 1275.33 15.68360 6.73530 40.84410 26.12940 1.370530000
#> 98 1274.42 15.55750 6.66644 41.38280 25.71510 1.333760000
#> 99 1272.63 15.44570 6.56580 42.02980 24.42360 1.283160000
#> 100 1263.11 15.10920 6.23295 44.36930 16.99380 1.122740000
#> 101 1261.39 15.03600 6.17861 44.85430 15.13770 1.093380000
#> 102 1257.58 15.04820 6.24248 44.63510 14.05100 1.140990000
#> 103 1251.43 15.37820 6.65615 42.33790 15.04420 1.347100000
#> 104 1249.63 15.42850 6.80146 41.56580 14.26100 1.327040000
#> 105 1249.12 15.50910 6.75166 41.31710 14.23860 1.314120000
#> 106 1249.01 15.48750 6.64872 41.47190 14.07230 1.323770000
#> 107 1248.99 15.49110 6.61618 41.39940 14.10860 1.332880000
#> 108 1248.99 15.50080 6.61206 41.35370 14.11110 1.338620000
#> 109 1248.99 15.49930 6.60846 41.35630 14.11250 1.336520000
#> 110 1248.99 15.49820 6.60837 41.35760 14.11240 1.337180000
#>
#> Num Jobs/Completed/Failed:5/2/0
#>
#> ------------------------------------------------------------
#> Processing scenario: Cl-BodyWeight:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1734.38 1.07796 1.05372 1.10597 1.07380 0 0.00129404
#> 2 1640.76 1.19900 1.16447 1.21074 1.19471 0 0.00417620
#> 3 1587.06 1.35177 1.31277 1.35528 1.34735 0 0.00846801
#> 4 1559.94 1.51738 1.47573 1.51562 1.51259 0 0.01369510
#> 5 1545.55 1.69243 1.64928 1.68698 1.68729 0 0.01969930
#> 6 1537.32 1.87864 1.83440 1.87045 1.87301 0 0.02747710
#> 7 1532.82 2.04916 2.00495 2.03975 2.04319 0 0.03484410
#> 8 1530.37 2.20574 2.16226 2.19646 2.19924 0 0.04247370
#> 9 1529.41 2.29687 2.25502 2.28868 2.29028 0 0.04791510
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 10 1528.41 2.36861 2.32976 2.36247 2.36199 0 0.05353410
#> 11 1525.53 2.52996 2.50194 2.53080 2.52369 0 0.06890090
#> 12 1519.39 2.80694 2.80514 2.82300 2.80176 0 0.09954950
#> 13 1516.63 3.20108 3.24461 3.23992 3.19790 0 0.14747000
#> 14 1510.74 2.99623 3.02421 3.02101 2.99216 0 0.12450200
#> 15 1505.44 3.11809 3.17105 3.14623 3.11477 0 0.14131900
#> 16 1499.55 3.33836 3.43512 3.37208 3.33624 0 0.17145400
#> 17 1495.81 3.59966 3.75302 3.63804 3.59896 0 0.20888700
#> 18 1490.61 3.93987 4.18199 3.97921 3.94109 0 0.26382100
#> 19 1485.28 4.38938 4.76103 4.42967 4.39336 0 0.34785100
#> 20 1479.02 5.12438 5.71525 5.16884 5.13345 0 0.49924000
#> 21 1470.32 6.15053 7.10051 6.19614 6.16824 0 0.77009000
#> 22 1461.35 6.36864 7.44460 6.41456 6.39029 0 0.89149900
#> 23 1445.83 6.50344 7.73100 6.54839 6.53067 0 1.05621000
#> 24 1438.40 6.62180 7.94734 6.66633 6.65320 0 1.16018000
#> 25 1435.72 6.61064 7.95743 6.65376 6.64445 0 1.19425000
#> 26 1434.19 6.66465 8.06879 6.69950 6.71382 0 1.33669000
#> 27 1431.01 6.42381 7.69646 6.45449 6.47405 0 1.25637000
#> 28 1429.72 6.53948 7.82172 6.56479 6.59672 0 1.30635000
#> 29 1427.08 6.69335 7.94050 6.69218 6.77835 0 1.47178000
#> 30 1424.48 6.80426 7.95912 6.75792 6.92639 0 1.69052000
#> 31 1421.41 6.79748 7.84434 6.72136 6.92857 0 1.75510000
#> 32 1416.27 6.77700 7.45821 6.59700 6.94428 0 2.02005000
#> 33 1415.88 6.63418 6.67861 6.28385 6.84658 0 2.39958000
#> 34 1412.97 6.79874 7.20153 6.53122 6.97851 0
#> 35 1411.87 6.83151 7.15567 6.53346 7.01167 0
#> 36 1408.00 6.96665 6.79637 6.46858 7.12428 0
#> 37 1404.76 7.06123 6.91582 6.54455 7.19575 0
#> 38 1403.67 7.16775 6.95907 6.60385 7.28611 0
#> 39 1402.95 7.24405 6.98194 6.64682 7.36156 0
#> 40 1401.54 7.43783 7.02285 6.75659 7.56346 0
#> 41 1398.06 7.97317 7.05299 7.02785 8.11795 0
#> 42 1388.25 9.54425 7.17306 7.84765 9.75870 0
#> 43 1374.78 11.90970 7.27542 9.05090 12.21450 0
#> 44 1368.73 13.38520 7.24275 9.76598 13.73280 0
#> 45 1360.09 13.74470 6.84163 9.79610 14.10240 0
#> 46 1357.11 14.08730 6.61056 9.87710 14.45070 0
#> 47 1355.92 13.89250 6.59347 9.77713 14.23980 0
#> 48 1354.68 14.05090 6.70373 9.89566 14.38010 0
#> 49 1353.79 14.11930 6.84360 9.98494 14.43770 0
#> 50 1350.16 14.48360 7.34900 10.36920 14.74010 0
#> 51 1343.74 15.09450 8.60016 11.17870 15.14040 0
#> 52 1340.98 14.83560 8.14159 10.87150 14.91480 0
#> 53 1329.20 14.08750 7.19597 10.14890 14.09570 0
#> 54 1325.31 13.90250 6.95014 9.96960 13.86930 0
#> 55 1323.41 13.87070 6.90826 9.94249 13.81200 0
#> 56 1320.91 14.05880 6.88720 10.03900 13.96120 0
#> 57 1319.49 14.71200 6.95519 10.40690 14.58680 0
#> 58 1319.47 14.87260 7.16810 10.57840 14.73970 0
#> 59 1318.95 14.86060 7.08476 10.54540 14.74070 0
#> 60 1318.77 14.85690 7.01018 10.52580 14.72580 0
#> 61 1318.64 14.91280 7.00723 10.56530 14.77160 0
#> 62 1318.21 15.27950 6.99335 10.82830 15.08030 0
#> 63 1317.94 15.34470 6.94672 10.87700 15.12040 0
#> 64 1317.60 15.47140 6.85644 10.98490 15.19080 0
#> 65 1317.57 15.46230 6.85588 10.98970 15.17590 0
#> 66 1317.54 15.45380 6.84329 10.99590 15.15570 0
#> 67 1317.43 15.41650 6.82447 11.03790 15.06360 0
#> 68 1317.23 15.42030 6.80673 11.12650 14.98740 0
#> 69 1316.05 15.50760 6.72439 11.79450 14.50190 0
#> 70 1314.52 15.74330 6.65392 12.75570 13.96440 0
#> 71 1311.46 16.60110 6.57999 15.15730 13.03230 0
#> 72 1308.96 17.56810 6.59614 17.35260 12.47010 0
#> 73 1305.70 19.01050 6.72807 19.78250 12.44860 0
#> 74 1301.62 21.70700 6.97118 24.76910 12.03700 0
#> 75 1300.31 25.80510 7.18570 32.22740 11.47720 0
#> 76 1296.36 26.71070 7.22229 33.86880 11.36020 0
#> 77 1288.70 28.23370 7.28503 36.65750 11.13620 0
#> 78 1282.94 28.57300 7.05593 36.78320 11.49110 0
#> 79 1277.38 28.93360 7.02287 36.05710 12.70220 0
#> 80 1272.97 30.44420 7.04578 37.69610 13.51110 0
#> 81 1269.78 31.46410 6.95165 38.94960 13.92090 0
#> 82 1267.59 31.62430 6.90107 39.52200 13.65500 0
#> 83 1266.39 31.85320 6.88143 40.17670 13.43430 0
#> 84 1266.28 31.82830 6.86756 40.15690 13.41720 0
#> 85 1266.22 31.94530 6.85382 40.27710 13.49370 0
#> 86 1266.20 31.95380 6.84515 40.29610 13.49860 0
#> 87 1266.17 31.91400 6.84143 40.28610 13.46460 0
#> 88 1266.16 31.87620 6.84771 40.28110 13.43220 0
#> 89 1266.15 31.84880 6.85294 40.28950 13.40360 0
#> 90 1266.12 31.78350 6.86088 40.29380 13.35770 0
#> 91 1266.04 31.63870 6.87813 40.31300 13.28970 0
#> 92 1265.82 31.20790 6.90129 40.32510 13.14000 0
#> 93 1265.31 30.29600 6.93029 40.33760 12.91310 0
#> 94 1263.01 26.38850 7.00695 40.30140 12.12850 0
#> 95 1258.39 20.62430 7.09252 40.21100 11.04250 0
#> 96 1257.22 19.36700 7.11053 40.19090 10.80040 0
#> 97 1255.93 18.11070 7.12686 40.18830 10.55320 0
#> 98 1254.97 17.41530 7.12915 40.22090 10.45110 0
#> 99 1252.12 15.77860 7.10524 40.41810 10.38110 0
#> 100 1246.67 15.15500 7.00970 40.98020 11.09350 0
#> 101 1238.25 15.03670 6.80871 41.36610 13.12300 0
#> 102 1235.45 15.91960 6.73766 41.44220 14.14090 0
#> 103 1234.73 15.56570 6.77531 41.33370 14.24710 0
#> 104 1234.61 15.33870 6.80681 41.20260 13.95100 0
#> 105 1234.57 15.41000 6.80772 41.19600 13.99260 0
#> 106 1234.55 15.43290 6.81058 41.14580 14.01490 0
#> 107 1234.54 15.40680 6.81140 41.14970 14.03350 0
#> 108 1234.54 15.39450 6.81782 41.16910 14.02670 0
#> 109 1234.54 15.40070 6.82456 41.19390 14.03420 0
#> 110 1234.54 15.40000 6.82075 41.18070 14.02660 0
#> 111 1234.54 15.39880 6.82027 41.17960 14.02340 0
#>
#> Num Jobs/Completed/Failed:5/3/0
#>
#> ------------------------------------------------------------
#> Processing scenario: V2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.21 1.07741 1.05334 1.10522 1.07328 0 0
#> 2 1638.58 1.19809 1.16315 1.20889 1.19375 0 0
#> 3 1583.95 1.35074 1.31110 1.35191 1.34646 0 0
#> 4 1556.34 1.51591 1.47369 1.50985 1.51139 0 0
#> 5 1541.71 1.69000 1.64604 1.67802 1.68518 0 0
#> 6 1533.38 1.87200 1.82718 1.85476 1.86666 0 0
#> 7 1528.65 2.04278 1.99806 2.02127 2.03705 0 0
#> 8 1526.07 2.19901 2.15536 2.17437 2.19294 0 0
#> 9 1525.02 2.29744 2.25564 2.27142 2.29129 0 0
#> 10 1524.00 2.36757 2.32880 2.34117 2.36145 0 0
#> 11 1520.71 2.53455 2.50760 2.50844 2.52875 0 0
#> 12 1514.19 2.80075 2.79955 2.77616 2.79581 0 0
#> 13 1509.33 3.17482 3.21812 3.15254 3.17157 0 0
#> 14 1503.77 3.02773 3.06225 3.00269 3.02398 0 0
#> 15 1497.39 3.15750 3.22245 3.12976 3.15461 0 0
#> 16 1494.48 3.67252 3.85506 3.63418 3.67300 0 0
#> 17 1488.43 3.55218 3.72423 3.51184 3.55219 0 0
#> 18 1486.03 3.70035 3.91488 3.65521 3.70150 0 0
#> 19 1477.80 4.40539 4.83740 4.33607 4.41201 0 0
#> 20 1471.42 4.67862 5.22216 4.59604 4.68846 0 0
#> 21 1453.65 5.68853 6.68342 5.55304 5.71247 0 0
#> 22 1445.45 5.88179 7.01217 5.72928 5.91121 0 0
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0.0592975 0 16 112
#> 0.1267650 0 16 112
#> 0.2256960 0 16 112
#> 0.3398240 0 16 112
#> 0.4648100 0 16 112
#> 0.5993190 0 16 112
#> 0.7284680 0 16 112
#> 0.8499720 0 16 112
#> 0.9297750 0 16 112
#> 0.9903910 0 16 112
#> 1.1437100 0 16 112
#> 1.3997400 0 16 112
#> 1.7670900 0 16 112
#> 1.6183700 0 16 112
#> 1.7360800 0 16 112
#> 2.1985800 0 16 112
#> 2.0763500 0 16 112
#> 2.2037600 0 16 112
#> 2.8109100 0 16 112
#> 3.0397600 0 16 112
#> 3.8898500 0 16 112
#> 4.0475000 0 16 112
#> 23 1443.28 6.03598 7.25245 5.87110 6.07037 0
#> 24 1441.29 6.13274 7.39851 5.94931 6.17933 0
#> 25 1440.33 6.17934 7.43643 5.98313 6.23585 0
#> 26 1438.61 6.46577 7.76990 6.22490 6.55064 0
#> 27 1436.76 7.07299 8.46938 6.73869 7.21018 0
#> 28 1435.94 7.25176 8.64729 6.88794 7.39627 0
#> 29 1435.14 7.61259 9.02849 7.18676 7.77181 0
#> 30 1433.84 8.16159 9.59061 7.62882 8.33782 0
#> 31 1430.19 10.03420 11.49540 9.12189 10.27520 0
#> 32 1428.89 12.87380 14.32010 11.36020 13.20580 0
#> 33 1425.50 11.81290 13.13040 10.46970 12.09400 0
#> 34 1422.43 11.64570 12.95110 10.31910 11.94080 0
#> 35 1418.49 12.81650 14.01360 11.17970 13.15560 0
#> 36 1417.26 13.06300 14.14310 11.30910 13.40560 0
#> 37 1415.84 12.75690 13.63390 10.94690 13.08220 0
#> 38 1414.87 12.84350 13.54300 10.90950 13.16230 0
#> 39 1412.70 12.91710 13.08800 10.65320 13.20490 0
#> 40 1410.06 12.88810 12.23050 10.13960 13.11950 0
#> 41 1405.04 12.85570 10.89890 9.34449 13.00060 0
#> 42 1402.56 12.84420 10.39260 9.04230 12.95640 0
#> 43 1399.76 12.83240 9.88628 8.74000 12.91200 0
#> 44 1396.77 12.82310 9.38052 8.43856 12.87000 0
#> 45 1393.97 12.81860 8.87580 8.13871 12.83280 0
#> 46 1391.61 13.02680 8.61574 8.02844 13.01990 0
#> 47 1390.44 14.49160 8.69978 8.39011 14.45780 0
#> 48 1387.83 14.54350 9.32085 8.77735 14.54630 0
#> 49 1386.86 14.09810 8.94598 8.47346 14.08460 0
#> 50 1385.88 14.31010 8.94551 8.52385 14.28930 0
#> 51 1385.28 14.62590 9.02356 8.64754 14.59240 0
#> 52 1384.76 14.69180 9.06076 8.69496 14.64690 0
#> 53 1380.11 15.06250 9.44247 9.13446 14.87320 0
#> 54 1376.01 14.71450 9.42723 9.14925 14.40300 0
#> 55 1371.54 14.25600 9.36187 9.08948 13.84580 0
#> 56 1367.68 13.82020 9.29716 9.03006 13.31760 0
#> 57 1366.44 13.66090 9.23420 8.97049 13.14160 0
#> 58 1358.98 12.70990 8.54270 8.35289 12.16470 0
#> 59 1355.57 13.04970 8.53335 8.46330 12.45270 0
#> 60 1349.83 14.77920 8.80658 9.10539 14.06350 0
#> 61 1346.90 15.72960 9.38708 9.73725 14.95220 0
#> 62 1344.61 15.12550 9.02044 9.37157 14.36600 0
#> 63 1343.86 14.98420 8.78722 9.23258 14.19460 0
#> 64 1343.63 15.09720 8.83425 9.29751 14.30770 0
#> 65 1343.45 15.06370 8.79263 9.28817 14.26320 0
#> 66 1343.33 15.06560 8.75359 9.29002 14.25440 0
#> 67 1343.06 15.02060 8.56414 9.25798 14.17140 0
#> 68 1342.76 14.94860 8.34278 9.21959 14.05680 0
#> 69 1341.90 14.94950 7.88391 9.24172 13.94560 0
#> 70 1340.58 15.10270 6.98507 9.40262 13.85320 0
#> 71 1339.05 15.34960 6.89116 9.59919 14.03820 0
#> 72 1336.23 16.10240 6.53092 10.34530 14.54820 0
#> 73 1335.96 15.95340 6.45348 10.17040 14.41300 0
#> 74 1335.79 15.94010 6.59747 10.15980 14.43510 0
#> 75 1335.77 15.97860 6.50695 10.21120 14.44060 0
#> 76 1335.75 15.93290 6.52359 10.18120 14.40550 0
#> 77 1335.71 15.89910 6.53846 10.17200 14.37660 0
#> 78 1335.55 15.74630 6.63430 10.16880 14.24230 0
#> 79 1335.36 15.66780 6.66275 10.23380 14.14900 0
#> 80 1334.19 15.36600 6.70741 10.89700 13.65890 0
#> 81 1332.66 15.24810 6.72210 11.99580 13.23080 0
#> 82 1328.50 15.41260 6.72788 15.53380 12.41280 0
#> 83 1319.90 15.95360 6.70183 21.30740 11.38620 0
#> 84 1308.45 17.16470 6.79054 29.69530 10.37220 0
#> 85 1305.58 19.30500 6.92246 42.26250 9.17429 0
#> 86 1300.69 19.12130 6.85802 39.43370 9.75883 0
#> 87 1293.90 18.98220 6.89439 36.21820 10.49350 0
#> 88 1286.77 19.27060 6.89440 37.25650 10.51330 0
#> 89 1286.09 20.14510 6.89346 39.68930 10.75690 0
#> 90 1284.26 20.32860 6.85344 39.24660 11.06130 0
#> 91 1282.94 21.00250 6.76775 39.52600 11.67150 0
#> 92 1282.70 22.47550 6.72017 40.20280 13.02240 0
#> 93 1281.95 21.86070 6.74431 40.15450 12.40590 0
#> 94 1281.82 22.04170 6.75166 40.25300 12.57990 0
#> 95 1281.75 22.21230 6.76747 40.37530 12.75110 0
#> 96 1281.71 22.21340 6.75478 40.34850 12.77640 0
#> 97 1281.58 22.16840 6.74149 40.26090 12.84510 0
#> 98 1281.31 21.97060 6.70080 40.10140 12.87500 0
#> 99 1280.57 21.39930 6.62893 39.84240 12.93550 0
#> 100 1278.79 19.74050 6.49037 39.32560 12.91310 0
#> 101 1275.61 16.87730 6.37088 39.03790 12.98910 0
#> 102 1273.06 13.48450 6.32503 39.47780 13.29950 0
#> 103 1268.86 15.01780 6.42990 41.19830 13.96150 0
#> 104 1265.56 15.71020 6.65813 42.34910 14.18890 0
#> 105 1265.36 15.25590 6.61309 42.16450 14.12940 0
#> 106 1265.33 15.41210 6.60552 41.96840 14.02230 0
#> 107 1265.32 15.42610 6.61820 41.99450 14.03960 0
#> 108 1265.32 15.40240 6.60835 42.00340 14.04420 0
#>
#> Num Jobs/Completed/Failed:5/4/0
#>
#> ------------------------------------------------------------
#> Processing scenario: Cl2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.35 1.07766 1.05352 1.10557 1.07352 0 0
#> 2 1638.45 1.19892 1.16437 1.21062 1.19304 0 0
#> 3 1583.71 1.35280 1.31335 1.35606 1.34421 0 0
#> 4 1556.16 1.51807 1.47584 1.51616 1.50546 0 0
#> 5 1541.27 1.69560 1.65131 1.69005 1.67799 0 0
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0.0434186 16 112
#> 0 0.1205150 16 112
#> 0 0.2252330 16 112
#> 0 0.3416560 16 112
#> 0 0.4696540 16 112
#> 6 1533.02 1.87238 1.82688 1.86441 1.84886 0 0
#> 7 1527.95 2.05349 2.00785 2.04442 2.02314 0 0
#> 8 1525.38 2.20634 2.16163 2.19759 2.16927 0 0
#> 9 1524.20 2.30708 2.26426 2.29971 2.26468 0 0
#> 10 1522.94 2.39105 2.35155 2.38622 2.34315 0 0
#> 11 1519.28 2.60517 2.57843 2.60922 2.54058 0 0
#> 12 1512.44 2.87722 2.87392 2.89638 2.78767 0 0
#> 13 1502.88 3.26179 3.29822 3.30456 3.13458 0 0
#> 14 1498.11 3.42066 3.48742 3.47223 3.27731 0 0
#> 15 1485.06 3.42061 3.53959 3.46596 3.27676 0 0
#> 16 1482.14 3.56223 3.71494 3.61149 3.40631 0 0
#> 17 1481.38 4.11544 4.43192 4.17807 3.91022 0 0
#> 18 1475.31 3.85075 4.10847 3.90415 3.66822 0 0
#> 19 1472.75 3.92001 4.22966 3.97313 3.72813 0 0
#> 20 1470.83 4.00969 4.48776 4.05720 3.79387 0 0
#> 21 1467.89 3.90435 4.32748 3.94900 3.70201 0 0
#> 22 1466.05 3.87132 4.33881 3.90917 3.66840 0 0
#> 23 1460.57 3.91477 4.63717 3.91467 3.70159 0 0
#> 24 1455.59 4.14358 4.99961 4.12034 3.91827 0 0
#> 25 1444.65 4.88059 6.11090 4.78874 4.60843 0 0
#> 26 1437.64 5.94041 7.57067 5.75965 5.59194 0 0
#> 27 1436.68 5.93053 7.56968 5.73394 5.57436 0 0
#> 28 1432.50 5.74612 7.23109 5.44653 5.33118 0 0
#> 29 1430.83 6.17666 7.79419 5.79655 5.70356 0 0
#> 30 1429.25 6.25691 7.86379 5.85857 5.77022 0 0
#> 31 1427.05 7.19178 8.89198 6.59670 6.56804 0 0
#> 32 1424.45 7.06452 8.75609 6.48385 6.46242 0 0
#> 33 1423.06 7.38903 9.14087 6.74002 6.75121 0 0
#> 34 1417.84 8.67013 10.67190 7.74071 7.88741 0
#> 35 1410.12 10.58120 12.96990 9.25191 9.59387 0
#> 36 1408.15 13.45570 16.39880 11.53250 12.16130 0
#> 37 1404.59 13.39530 16.18290 11.46310 12.09530 0
#> 38 1403.46 13.54900 16.36370 11.56920 12.22220 0
#> 39 1402.62 13.35350 16.14640 11.41240 12.04700 0
#> 40 1402.35 13.42810 16.20740 11.46160 12.10730 0
#> 41 1401.75 13.17620 15.80420 11.21250 11.85400 0
#> 42 1400.99 13.14470 15.63120 11.12530 11.78830 0
#> 43 1399.22 12.72940 14.78800 10.62430 11.31570 0
#> 44 1396.19 12.12140 13.37020 9.80096 10.56970 0
#> 45 1395.06 11.97300 12.93240 9.55618 10.36120 0
#> 46 1391.50 11.62730 11.61760 8.84517 9.79061 0
#> 47 1390.92 11.66570 11.51890 8.80708 9.78328 0
#> 48 1386.68 13.03830 12.28090 9.49699 10.75930 0
#> 49 1381.75 14.60500 14.01780 10.69780 12.12110 0
#> 50 1376.45 15.96610 15.19420 11.58320 13.20070 0
#> 51 1372.78 15.58530 14.69210 11.27840 12.84450 0
#> 52 1372.03 14.70880 13.82080 10.67080 12.10720 0
#> 53 1371.10 14.83200 13.95180 10.76360 12.20170 0
#> 54 1367.91 15.14820 14.33380 11.05410 12.42040 0
#> 55 1367.05 15.04440 14.18500 11.00090 12.25890 0
#> 56 1365.77 15.06230 14.10150 10.95990 12.27560 0
#> 57 1365.31 14.99760 14.06280 10.94300 12.22520 0
#> 58 1365.19 15.03560 14.02800 10.96160 12.22510 0
#> 59 1365.14 15.03040 14.03840 10.96750 12.22740 0
#> 60 1365.08 15.01510 14.01290 10.96510 12.21160 0
#> 61 1364.69 15.07550 13.91270 11.06640 12.21590 0
#> 62 1364.06 15.02240 13.58700 11.10450 12.08360 0
#> 63 1359.46 14.73750 10.83960 11.51840 11.04020 0
#> 64 1355.44 14.62250 8.61374 11.94010 10.24850 0
#> 65 1353.88 14.61480 7.82636 12.12070 9.98289 0
#> 66 1352.80 14.68910 7.46851 12.27070 9.90093 0
#> 67 1351.55 14.78810 7.17262 12.42200 9.85076 0
#> 68 1348.83 15.12180 6.76044 12.78060 9.87988 0
#> 69 1343.63 17.00330 6.52279 14.29050 10.76740 0
#> 70 1339.17 17.73010 6.91004 14.64070 11.30100 0
#> 71 1337.87 17.76180 6.72883 14.61890 11.27020 0
#> 72 1337.51 17.50200 6.61218 14.47060 11.10370 0
#> 73 1337.40 17.68370 6.60218 14.61470 11.20090 0
#> 74 1337.37 17.68760 6.61913 14.62660 11.21010 0
#> 75 1337.31 17.68910 6.62243 14.66350 11.22160 0
#> 76 1337.15 17.69710 6.63476 14.79320 11.26840 0
#> 77 1336.80 17.65450 6.64447 15.02830 11.33650 0
#> 78 1335.80 17.49780 6.67335 15.68060 11.52440 0
#> 79 1333.20 17.03560 6.66867 17.55210 12.04070 0
#> 80 1328.23 16.25760 6.62426 21.14030 13.06260 0
#> 81 1315.28 15.16200 6.46392 29.22340 15.52130 0
#> 82 1313.24 14.66190 6.39127 33.01290 16.67720 0
#> 83 1306.70 14.13010 6.30091 35.01260 17.20000 0
#> 84 1304.39 13.43920 6.17207 38.03860 18.02160 0
#> 85 1297.85 13.79210 6.25843 36.62900 17.66580 0
#> 86 1293.56 14.01570 6.39583 36.36350 17.69440 0
#> 87 1287.71 14.55390 6.52948 36.86830 18.07940 0
#> 88 1284.93 14.81150 6.48864 37.36610 18.31200 0
#> 89 1283.03 14.51230 6.35342 38.09240 18.42770 0
#> 90 1281.75 14.25400 6.36405 38.65180 18.54660 0
#> 91 1279.77 13.81290 6.28192 39.82000 18.77390 0
#> 92 1278.33 13.90270 6.30405 40.49160 19.00650 0
#> 93 1276.99 14.35360 6.36159 40.84560 19.22690 0
#> 94 1276.54 14.83520 6.38653 40.82010 19.32400 0
#> 95 1276.45 15.06380 6.41196 40.85250 19.38370 0
#> 96 1276.44 15.11750 6.42144 40.83690 19.38630 0
#> 97 1276.41 15.13220 6.43343 40.85610 19.38560 0
#> 98 1276.34 15.14700 6.44480 40.89360 19.35050 0
#> 99 1276.15 15.16320 6.47705 40.94660 19.22670 0
#> 100 1275.69 15.20360 6.49852 41.05040 18.87620 0
#> 101 1274.10 15.20560 6.53618 41.25330 17.49710 0
#> 102 1270.62 15.17900 6.62481 41.60710 14.19250 0
#> 103 1268.67 15.16350 6.65660 41.74740 12.38680 0
#> 104 1264.46 15.24070 6.72001 41.82310 11.28780 0
#> 105 1262.32 15.48640 6.71808 41.38680 12.44520 0
#> 106 1260.91 15.40320 6.60539 41.08310 11.78890 0
#> 107 1260.87 15.39780 6.59726 41.05900 11.80360 0
#> 108 1260.87 15.40110 6.60345 40.99000 11.80460 0
#> 109 1260.87 15.39630 6.60050 40.99670 11.79620 0
#>
#> Num Jobs/Completed/Failed:5/5/0
#>
#> Trying to generate job results...
#> Done generating job results.
#> Find effect to add that reduces -2LL the most:
#> cstep001 V-BodyWeight 1000 1255.626297 ( 1248.991400 +6.634897 ) < 1265.590600 )
#> cstep002 Cl-BodyWeight 0100 1241.175517 ( 1234.540620 +6.634897 ) < 1265.590600 )
#> cstep003 V2-Gender 0010 X 1271.955397 ( 1265.320500 +6.634897 ) > 1265.590600 )
#> cstep004 Cl2-Gender 0001 X 1267.502657 ( 1260.867760 +6.634897 ) > 1265.590600 )
#> cstep002 Cl-BodyWeight 0100 chosen, -2LL = 1234.540620
#> ----------------------------------------------------------------------
#> Processing scenarios:
#> " V-BodyWeight Cl-BodyWeight", " Cl-BodyWeight V2-Gender", " Cl-BodyWeight Cl2-Gender"
#> ----------------------------------------------------------------------
#>
#> Compiling 1 of 1 NLME models
#> TDL5 version: 24.9.1.1
#>
#> Status: OK
#> License expires: 2026-04-08
#> Refresh until: 2025-05-07 20:38:27
#> Current Date: 2025-04-07
#> The model compiled
#>
#> Num Jobs/Completed/Failed:3/0/0
#>
#> ------------------------------------------------------------
#> Processing scenario: V-BodyWeight Cl-BodyWeight:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1734.38 1.07796 1.05372 1.10597 1.07380 7.77547e-05 0.00129404
#> 2 1640.76 1.19900 1.16447 1.21074 1.19471 3.75140e-04 0.00417614
#> 3 1587.06 1.35177 1.31277 1.35528 1.34735 7.21198e-04 0.00846761
#> 4 1559.94 1.51738 1.47572 1.51562 1.51259 7.46879e-04 0.01369770
#> 5 1545.55 1.69246 1.64930 1.68702 1.68731 1.14540e-03 0.01970870
#> 6 1537.33 1.87820 1.83425 1.87006 1.87255 2.19319e-03 0.02750530
#> 7 1532.81 2.04971 2.00591 2.04035 2.04369 3.55261e-03 0.03494210
#> 8 1530.38 2.20459 2.16178 2.19549 2.19824 5.24748e-03 0.04247560
#> 9 1529.40 2.29461 2.25353 2.28663 2.28822 6.14297e-03 0.04773830
#> 10 1528.40 2.36685 2.32892 2.36094 2.36055 6.98310e-03 0.05305120
#> 11 1525.58 2.52477 2.49784 2.52575 2.51909 9.20741e-03 0.06719190
#> 12 1519.42 2.79987 2.79975 2.81613 2.79588 1.30881e-02 0.09568230
#> 13 1517.03 3.19070 3.23692 3.22974 3.18960 1.92061e-02 0.14011100
#> 14 1510.95 2.97938 3.00840 3.00384 2.97681 1.57059e-02 0.11802800
#> 15 1505.79 3.09672 3.15010 3.12447 3.09497 1.70234e-02 0.13328200
#> 16 1499.83 3.31695 3.41414 3.35029 3.31675 1.97975e-02 0.16179400
#> 17 1496.30 3.54957 3.69671 3.58715 3.55092 2.29201e-02 0.19348000
#> 18 1491.10 3.90883 4.14757 3.94814 3.91249 2.71615e-02 0.24850800
#> 19 1485.62 4.37012 4.74171 4.40943 4.37687 3.27553e-02 0.33186500
#> 20 1480.24 5.10595 5.69131 5.14937 5.11795 4.29319e-02 0.47608500
#> 21 1472.50 5.82840 6.66433 5.87219 5.84628 5.41357e-02 0.66640800
#> 22 1460.25 6.40890 7.50227 6.45328 6.43343 6.46229e-02 0.89705500
#> 23 1446.77 7.19960 8.86211 7.23818 7.24091 8.66981e-02 1.48759000
#> 24 1445.94 6.44662 7.63219 6.48452 6.48074 6.95625e-02 1.06409000
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 0 0 16 112
#> 25 1438.71 6.71974 8.02002 6.75654 6.76184 7.57723e-02
#> 26 1434.58 6.82518 8.18655 6.85959 6.87309 7.93452e-02
#> 27 1431.55 6.88284 8.28900 6.91343 6.93687 8.23673e-02
#> 28 1431.06 6.97274 8.43643 6.99015 7.04319 8.94926e-02
#> 29 1429.07 6.84553 8.23030 6.86253 6.91239 8.65420e-02
#> 30 1427.98 6.81919 8.16455 6.82677 6.89244 8.85770e-02
#> 31 1423.88 6.60705 7.72238 6.56250 6.71066 9.84877e-02
#> 32 1422.33 6.33241 7.06643 6.19989 6.47211 1.15234e-01
#> 33 1418.88 6.45241 7.20944 6.31398 6.58619 1.17456e-01
#> 34 1414.75 6.63662 7.22251 6.42813 6.77975 1.34941e-01
#> 35 1410.77 6.97301 6.93063 6.52729 7.15875 1.92974e-01
#> 36 1409.22 7.02707 7.15798 6.62359 7.19674 1.84467e-01
#> 37 1408.10 7.08038 7.19781 6.65918 7.24146 1.89307e-01
#> 38 1405.63 7.17991 7.22783 6.70716 7.32198 2.02313e-01
#> 39 1403.78 7.28414 7.23519 6.75188 7.41017 2.17244e-01
#> 40 1402.12 7.47588 7.05743 6.76906 7.57742 2.59149e-01
#> 41 1400.66 7.47187 6.88326 6.71321 7.58384 2.70784e-01
#> 42 1399.65 7.56476 6.89299 6.76330 7.67562 2.82012e-01
#> 43 1395.87 7.92689 6.78721 6.89743 8.03233 3.41451e-01
#> 44 1391.38 8.56610 6.86154 7.23454 8.67191 4.22522e-01
#> 45 1374.53 10.98690 6.80330 8.37869 11.10250 7.61906e-01
#> 46 1368.03 12.74970 6.83435 9.23521 12.87140 1.00430e+00
#> 47 1367.92 12.99990 6.82720 9.35287 13.12260 1.03967e+00
#> 48 1350.41 13.56750 6.91373 9.65623 13.70620 1.11463e+00
#> 49 1339.02 13.90810 6.89564 9.81022 14.05400 1.16707e+00
#> 50 1322.96 14.35780 6.89226 10.02550 14.51050 1.23550e+00
#> 51 1312.52 14.54080 6.77939 10.08100 14.69670 1.27320e+00
#> 52 1310.91 15.13500 6.77719 10.39050 15.29530 1.35083e+00
#> 53 1310.00 15.16730 6.85460 10.44690 15.32300 1.34569e+00
#> 54 1307.81 15.22460 6.86565 10.49080 15.36370 1.34996e+00
#> 55 1305.05 15.39180 6.88837 10.61940 15.50560 1.36132e+00
#> 56 1303.29 15.57180 6.76645 10.72000 15.64260 1.37897e+00
#> 57 1302.91 15.80890 6.85025 10.91150 15.84900 1.39037e+00
#> 58 1302.29 15.58670 6.78742 10.76290 15.63410 1.36959e+00
#> 59 1302.21 15.57440 6.78722 10.76040 15.61600 1.36702e+00
#> 60 1302.09 15.52820 6.79611 10.75030 15.55500 1.35870e+00
#> 61 1301.97 15.48710 6.82064 10.75100 15.49440 1.34966e+00
#> 62 1301.77 15.43580 6.86118 10.76370 15.40760 1.33753e+00
#> 63 1301.47 15.39030 6.92787 10.81310 15.29420 1.32255e+00
#> 64 1301.30 15.40730 6.96467 10.87530 15.25860 1.32005e+00
#> 65 1301.21 15.44130 6.97562 10.92760 15.25630 1.32335e+00
#> 66 1301.16 15.47070 6.97225 10.96040 15.26630 1.32887e+00
#> 67 1301.06 15.48920 6.96095 11.00660 15.24240 1.33602e+00
#> 68 1300.82 15.53980 6.93615 11.13580 15.17800 1.35782e+00
#> 69 1300.37 15.60690 6.90766 11.39790 14.99840 1.39755e+00
#> 70 1299.49 15.70420 6.86599 11.91110 14.59900 1.47063e+00
#> 71 1298.29 15.86980 6.85215 12.72480 14.00540 1.57981e+00
#> 72 1297.11 16.05990 6.88411 13.51440 13.50100 1.68064e+00
#> 73 1296.04 16.20280 6.95326 14.09480 13.17080 1.74483e+00
#> 74 1295.80 16.17380 6.96835 14.05700 13.18940 1.72169e+00
#> 75 1295.50 16.07460 6.96413 13.87640 13.24740 1.65559e+00
#> 76 1294.91 16.06210 6.95867 13.83480 13.32600 1.56123e+00
#> 77 1293.65 16.23630 6.93197 14.34100 13.24270 1.36687e+00
#> 78 1292.79 16.57520 6.91182 15.27620 12.96300 1.26219e+00
#> 79 1292.23 16.95990 6.89623 16.26670 12.65810 1.26316e+00
#> 80 1292.05 17.26800 6.90120 16.95130 12.51630 1.28798e+00
#> 81 1291.97 17.41530 6.89759 17.23780 12.50060 1.32281e+00
#> 82 1291.88 17.45870 6.89705 17.37110 12.48100 1.33320e+00
#> 83 1290.84 18.05310 6.89397 19.02050 12.48270 1.38667e+00
#> 84 1289.04 19.09090 6.90320 22.03050 12.54790 1.44218e+00
#> 85 1284.91 20.91020 6.91215 27.41790 12.51540 1.52229e+00
#> 86 1269.03 23.64220 6.92315 35.49860 12.48730 1.64120e+00
#> 87 1268.76 23.78340 6.92377 35.91520 12.48470 1.64752e+00
#> 88 1257.97 24.85300 6.86530 38.64340 13.35180 1.71093e+00
#> 89 1253.37 25.56410 6.84241 40.24980 13.83620 1.80138e+00
#> 90 1252.60 25.46120 6.85028 40.01500 13.74070 1.82077e+00
#> 91 1252.19 25.30630 6.83918 40.07510 13.62030 1.80315e+00
#> 92 1251.18 24.63180 6.83954 40.07840 13.17670 1.74016e+00
#> 93 1249.96 23.55210 6.85574 39.99280 12.60510 1.64505e+00
#> 94 1246.86 20.84770 6.89518 39.88450 11.51510 1.39172e+00
#> 95 1245.43 19.76590 6.90707 39.84570 11.14540 1.29064e+00
#> 96 1243.77 18.55560 6.91913 39.80560 10.74410 1.17918e+00
#> 97 1242.22 17.49560 6.93304 39.85270 10.42580 1.08659e+00
#> 98 1240.64 16.50450 6.94489 39.98860 10.18970 1.00654e+00
#> 99 1238.03 14.68340 6.97368 40.83800 10.18030 8.84811e-01
#> 100 1232.37 15.49660 6.98952 41.81720 11.21980 1.00098e+00
#> 101 1222.08 16.21550 6.87641 41.94610 13.50870 1.26358e+00
#> 102 1219.01 15.67730 6.83619 41.61840 13.84920 1.26492e+00
#> 103 1218.23 14.89520 6.81435 41.33310 13.89470 1.25299e+00
#> 104 1217.56 15.43490 6.80742 41.17910 14.11280 1.30299e+00
#> 105 1217.38 15.48550 6.82451 41.31880 14.03300 1.31271e+00
#> 106 1217.30 15.46200 6.82925 41.42110 14.13380 1.35058e+00
#> 107 1217.29 15.48820 6.82570 41.31850 14.10770 1.34971e+00
#> 108 1217.29 15.48910 6.82584 41.33510 14.11730 1.35153e+00
#>
#> Num Jobs/Completed/Failed:3/1/0
#>
#> ------------------------------------------------------------
#> Processing scenario: Cl-BodyWeight V2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.20 1.07741 1.05334 1.10522 1.07328 0 0.00128491
#> 2 1638.57 1.19808 1.16315 1.20889 1.19376 0 0.00410724
#> 3 1583.94 1.35077 1.31111 1.35192 1.34647 0 0.00829885
#> 4 1556.33 1.51592 1.47375 1.50982 1.51138 0 0.01334310
#> 5 1541.66 1.69075 1.64691 1.67868 1.68599 0 0.01902000
#> 6 1533.37 1.87200 1.82735 1.85474 1.86685 0 0.02549590
#> 7 1528.61 2.04457 2.00027 2.02301 2.03917 0 0.03232620
#> 8 1526.04 2.20071 2.15765 2.17594 2.19501 0 0.03927780
#> 9 1524.99 2.29611 2.25496 2.27012 2.29041 0 0.04424670
#> 10 1523.93 2.36808 2.33012 2.34182 2.36250 0 0.04910350
#> 11 1520.80 2.52809 2.50168 2.50233 2.52323 0 0.06280970
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0.0592973 0 16 112
#> 0.1267640 0 16 112
#> 0.2256990 0 16 112
#> 0.3398030 0 16 112
#> 0.4653890 0 16 112
#> 0.5994190 0 16 112
#> 0.7299820 0 16 112
#> 0.8512790 0 16 112
#> 0.9286170 0 16 112
#> 0.9908520 0 16 112
#> 1.1374800 0 16 112
#> 12 1514.20 2.79011 2.79012 2.76665 2.78679 0 0.08930930
#> 13 1509.52 3.15756 3.20284 3.13757 3.15697 0 0.13017300
#> 14 1503.87 3.00653 3.04180 2.98316 3.00487 0 0.11562100
#> 15 1497.49 3.13534 3.20060 3.10964 3.13474 0 0.13344200
#> 16 1490.66 3.41391 3.54213 3.38292 3.41548 0 0.17150400
#> 17 1486.23 3.73505 3.94736 3.69446 3.73896 0 0.21996200
#> 18 1481.05 4.15930 4.50250 4.10174 4.16655 0 0.29517500
#> 19 1476.37 4.55866 5.02576 4.48784 4.56933 0 0.37249200
#> 20 1468.48 5.26164 5.96991 5.16543 5.27886 0 0.53260300
#> 21 1455.95 6.25693 7.36819 6.11711 6.28536 0 0.82273400
#> 22 1434.32 6.59801 7.99153 6.42774 6.63566 0 1.06825000
#> 23 1431.26 6.67681 8.13232 6.49978 6.71738 0 1.12517000
#> 24 1429.58 6.71953 8.23881 6.52853 6.77237 0 1.22750000
#> 25 1427.08 6.55640 7.97120 6.37075 6.61187 0 1.17441000
#> 26 1425.31 6.45185 7.80093 6.26030 6.51767 0 1.18519000
#> 27 1421.99 6.25153 7.45725 6.03837 6.34325 0 1.24086000
#> 28 1420.11 6.09044 7.14552 5.84033 6.21128 0 1.34641000
#> 29 1417.35 6.20267 7.22292 5.91550 6.33591 0 1.46355000
#> 30 1410.99 6.50985 7.32333 6.08979 6.67878 0 1.85141000
#> 31 1405.93 6.67631 7.09094 6.07214 6.88778 0
#> 32 1404.10 6.68162 6.99117 6.03625 6.88192 0
#> 33 1402.76 6.75716 7.00481 6.06681 6.95107 0
#> 34 1399.34 6.79865 6.96930 6.03868 6.95095 0
#> 35 1398.21 6.85647 6.94552 6.00482 6.94965 0
#> 36 1395.81 6.80091 6.78723 5.93210 6.92442 0
#> 37 1394.64 6.91559 6.90753 6.01810 7.03660 0
#> 38 1393.20 7.05323 6.84495 6.01281 7.16652 0
#> 39 1392.08 7.18258 6.84333 6.04480 7.30377 0
#> 40 1386.89 7.90292 6.75813 6.18406 8.07650 0
#> 41 1383.78 8.44285 6.77980 6.34615 8.63495 0
#> 42 1379.26 8.73738 7.01027 6.55697 8.93138 0
#> 43 1373.81 9.22697 7.16927 6.75701 9.42899 0
#> 44 1360.27 10.47690 7.68099 7.30121 10.69320 0
#> 45 1354.61 11.17740 7.92449 7.57993 11.41210 0
#> 46 1350.03 11.24910 7.75713 7.51856 11.51230 0
#> 47 1345.85 11.07470 7.61809 7.41330 11.35620 0
#> 48 1340.02 11.17110 7.50625 7.42169 11.45930 0
#> 49 1334.13 12.04610 7.10363 7.64841 12.34140 0
#> 50 1323.61 12.33920 7.25555 7.78143 12.64670 0
#> 51 1320.76 13.23850 7.53023 8.21814 13.58490 0
#> 52 1319.10 13.71710 7.58485 8.46880 14.07600 0
#> 53 1318.30 13.87540 7.48864 8.50189 14.23200 0
#> 54 1317.21 13.96760 7.24447 8.48115 14.31040 0
#> 55 1316.19 14.04660 7.11130 8.51755 14.36360 0
#> 56 1314.55 14.22050 7.00883 8.66037 14.49610 0
#> 57 1313.42 14.27270 6.99521 8.75622 14.50680 0
#> 58 1311.96 14.44470 6.97580 8.93333 14.61630 0
#> 59 1310.60 14.66440 6.91844 9.11558 14.75850 0
#> 60 1309.46 14.92900 6.88720 9.23538 14.99050 0
#> 61 1308.85 15.24470 6.79919 9.28095 15.30370 0
#> 62 1308.63 15.20980 6.88493 9.29834 15.28160 0
#> 63 1308.59 15.16750 6.85990 9.27509 15.23240 0
#> 64 1308.56 15.18650 6.86211 9.28576 15.24490 0
#> 65 1308.53 15.25070 6.84401 9.32314 15.27920 0
#> 66 1308.42 15.22810 6.83689 9.33610 15.23090 0
#> 67 1307.52 15.02780 6.81053 9.67951 14.55180 0
#> 68 1306.54 15.19830 6.76961 10.02900 14.39100 0
#> 69 1303.78 16.04420 6.73544 11.60410 13.81910 0
#> 70 1301.89 16.80250 6.72290 13.05550 13.27430 0
#> 71 1299.89 17.76640 6.78227 14.73790 12.81590 0
#> 72 1298.81 18.33750 6.87152 15.59250 12.75000 0
#> 73 1298.33 18.90540 6.94247 16.42020 12.73110 0
#> 74 1298.18 18.88180 6.89535 16.46230 12.63600 0
#> 75 1298.09 19.04510 6.88576 16.70780 12.62730 0
#> 76 1297.85 19.72460 6.89567 17.73390 12.58760 0
#> 77 1297.40 21.09980 6.89991 19.84960 12.45130 0
#> 78 1296.29 23.20430 6.90519 22.99940 12.32830 0
#> 79 1292.49 26.30830 6.91583 27.76090 12.05780 0
#> 80 1290.40 28.56500 6.91661 31.16860 11.86970 0
#> 81 1286.87 30.62870 6.91906 34.31230 11.69600 0
#> 82 1286.28 31.35830 6.92035 35.41920 11.63880 0
#> 83 1279.28 32.38510 6.90856 36.29810 12.34680 0
#> 84 1278.61 37.01020 6.83748 41.18660 14.40280 0
#> 85 1270.93 35.22130 6.85018 39.41450 13.43270 0
#> 86 1270.43 35.38510 6.83592 39.58400 13.50650 0
#> 87 1270.37 35.87840 6.83892 40.19560 13.62540 0
#> 88 1270.33 35.71080 6.84415 40.01430 13.56730 0
#> 89 1270.31 35.68630 6.84619 40.00520 13.55460 0
#> 90 1270.27 35.73250 6.85504 40.14680 13.53970 0
#> 91 1270.26 35.79080 6.85129 40.24850 13.55150 0
#> 92 1270.24 35.95380 6.84478 40.52920 13.60360 0
#> 93 1270.21 35.94010 6.84374 40.55050 13.58880 0
#> 94 1269.99 35.58750 6.83519 40.61840 13.45930 0
#> 95 1269.71 35.16720 6.82119 40.65780 13.39660 0
#> 96 1267.10 30.87210 6.74225 40.82270 12.93440 0
#> 97 1260.81 22.35730 6.63007 40.80870 12.29310 0
#> 98 1259.39 20.83830 6.61230 40.76360 12.18990 0
#> 99 1258.15 19.56090 6.59768 40.71930 12.10650 0
#> 100 1256.49 18.28320 6.58593 40.64710 12.05840 0
#> 101 1254.62 17.00620 6.57594 40.55710 12.02330 0
#> 102 1252.69 16.00320 6.57310 40.51760 12.05440 0
#> 103 1247.32 14.06950 6.59475 40.74610 12.39640 0
#> 104 1238.48 14.28880 6.70876 42.02910 13.63390 0
#> 105 1235.77 14.36240 6.77698 41.33420 14.01260 0
#> 106 1234.88 15.14950 6.84328 41.07170 14.23380 0
#> 107 1234.55 15.35040 6.85568 41.27680 14.24490 0
#> 108 1234.43 15.46730 6.83314 41.69510 14.10450 0
#> 109 1234.42 15.41380 6.82418 41.77100 14.04510 0
#> 110 1234.41 15.40730 6.82063 41.76460 14.02520 0
#> 111 1234.41 15.40480 6.82084 41.75460 14.01940 0
#> 112 1234.41 15.41070 6.82221 41.74150 14.02320 0
#>
#> Num Jobs/Completed/Failed:3/2/0
#>
#> ------------------------------------------------------------
#> Processing scenario: Cl-BodyWeight Cl2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.35 1.07766 1.05351 1.10557 1.07352 0 0.00128915
#> 2 1638.44 1.19892 1.16437 1.21062 1.19304 0 0.00431946
#> 3 1583.70 1.35282 1.31338 1.35607 1.34423 0 0.00926507
#> 4 1556.15 1.51807 1.47597 1.51615 1.50551 0 0.01461130
#> 5 1541.27 1.69533 1.65129 1.68973 1.67778 0 0.02164690
#> 6 1533.05 1.87064 1.82526 1.86246 1.84711 0 0.02823160
#> 7 1527.85 2.05874 2.01321 2.04922 2.02817 0 0.03623170
#> 8 1525.36 2.20931 2.16463 2.20003 2.17229 0 0.04321780
#> 9 1524.17 2.31010 2.26707 2.30224 2.26794 0 0.04893170
#> 10 1522.90 2.39282 2.35283 2.38745 2.34507 0 0.05465360
#> 11 1519.24 2.58021 2.55146 2.58331 2.51714 0 0.07040960
#> 12 1512.37 2.84692 2.84045 2.86549 2.75855 0 0.09654210
#> 13 1503.39 3.22333 3.25488 3.26576 3.09683 0 0.13677200
#> 14 1496.37 3.32447 3.37852 3.37128 3.18793 0 0.15150900
#> 15 1491.36 3.38304 3.51805 3.41796 3.24452 0 0.18123800
#> 16 1480.95 3.60746 3.77346 3.65422 3.44742 0 0.20761900
#> 17 1479.18 3.68489 3.86805 3.73493 3.51729 0 0.21958100
#> 18 1476.39 3.85668 4.09737 3.91167 3.67161 0 0.25570000
#> 19 1472.40 3.96229 4.27081 4.01771 3.76401 0 0.29514200
#> 20 1468.11 4.00938 4.42861 4.05952 3.79717 0 0.35924300
#> 21 1465.71 3.90638 4.35264 3.94822 3.69928 0 0.37354100
#> 22 1462.76 3.89784 4.45514 3.92733 3.68368 0 0.43962700
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0.0434185 16 112
#> 0 0.1205170 16 112
#> 0 0.2252590 16 112
#> 0 0.3416600 16 112
#> 0 0.4694630 16 112
#> 0 0.5971290 16 112
#> 0 0.7364130 16 112
#> 0 0.8495790 16 112
#> 0 0.9268360 16 112
#> 0 0.9918660 16 112
#> 0 1.1433000 16 112
#> 0 1.3634600 16 112
#> 0 1.6767200 16 112
#> 0 1.7565700 16 112
#> 0 1.7724200 16 112
#> 0 1.9516400 16 112
#> 0 2.0094700 16 112
#> 0 2.1222800 16 112
#> 0 2.1637200 16 112
#> 0 2.1016000 16 112
#> 0 1.9568900 16 112
#> 0 1.8017600 16 112
#> 23 1458.43 4.02396 4.76257 4.03067 3.79670 0
#> 24 1449.09 4.58714 5.78010 4.53179 4.31935 0
#> 25 1438.89 5.31709 6.86213 5.20695 4.99888 0
#> 26 1425.17 6.44390 8.38575 6.25846 6.03862 0
#> 27 1422.49 6.04583 7.78816 5.87267 5.66467 0
#> 28 1417.97 6.01418 7.73881 5.81013 5.61841 0
#> 29 1415.97 5.88702 7.49652 5.65732 5.47977 0
#> 30 1412.94 5.62456 7.11374 5.37433 5.21499 0
#> 31 1410.21 5.79926 7.29178 5.52963 5.37388 0
#> 32 1406.18 5.99624 7.44560 5.65387 5.52739 0
#> 33 1402.89 6.26387 7.50642 5.76917 5.71812 0
#> 34 1400.82 6.21400 7.37679 5.72188 5.68113 0
#> 35 1399.15 6.27967 7.30965 5.74552 5.74473 0
#> 36 1396.73 6.33243 7.02633 5.70557 5.80359 0
#> 37 1394.75 6.52010 7.09345 5.83015 6.00625 0
#> 38 1391.12 6.64789 7.02042 5.87877 6.19092 0
#> 39 1389.81 6.68402 7.01137 5.88783 6.25457 0
#> 40 1389.03 6.67039 6.87579 5.82563 6.26335 0
#> 41 1388.28 6.66460 6.84376 5.80512 6.25000 0
#> 42 1385.10 6.82991 6.88452 5.86095 6.39242 0
#> 43 1379.60 7.24399 6.81407 6.00514 6.79719 0
#> 44 1366.59 8.60556 6.77625 6.59706 8.16988 0
#> 45 1355.20 9.86786 6.97110 7.28511 9.46024 0
#> 46 1349.99 10.20090 7.30794 7.58414 9.78789 0
#> 47 1345.11 10.91650 7.61940 8.02144 10.50360 0
#> 48 1343.84 10.89170 7.70702 8.03156 10.47170 0
#> 49 1342.59 10.90990 7.67394 8.04615 10.47980 0
#> 50 1338.38 11.27630 7.57898 8.27023 10.82590 0
#> 51 1329.13 12.48130 7.24124 8.96082 11.97140 0
#> 52 1322.19 14.60120 6.85468 10.19190 13.98280 0
#> 53 1320.77 14.77190 6.62394 10.25890 14.12350 0
#> 54 1319.36 14.79680 7.20037 10.34620 14.15170 0
#> 55 1317.40 14.91220 6.99653 10.39330 14.26700 0
#> 56 1317.08 15.08780 6.81461 10.47090 14.43130 0
#> 57 1316.95 15.01320 6.88073 10.43500 14.35820 0
#> 58 1316.92 15.01810 6.88121 10.43850 14.35860 0
#> 59 1316.84 15.07070 6.87856 10.47700 14.38570 0
#> 60 1316.79 15.07640 6.87195 10.48980 14.37110 0
#> 61 1316.44 15.15600 6.84948 10.61840 14.30120 0
#> 62 1315.62 15.32860 6.81305 10.97000 14.04590 0
#> 63 1314.02 15.52960 6.76168 11.56190 13.46770 0
#> 64 1309.48 16.33650 6.67294 13.64720 11.67700 0
#> 65 1306.21 17.04520 6.70528 15.22990 10.54380 0
#> 66 1304.24 17.93820 6.83907 16.30470 10.59560 0
#> 67 1304.07 18.05330 6.88058 16.58340 10.39990 0
#> 68 1303.95 18.28330 6.89738 16.82870 10.46520 0
#> 69 1303.86 18.56420 6.88494 17.14810 10.52500 0
#> 70 1303.76 18.90050 6.87837 17.59120 10.51670 0
#> 71 1303.49 20.04640 6.86991 19.16510 10.42340 0
#> 72 1302.62 22.28890 6.86065 22.22040 10.29110 0
#> 73 1300.08 25.65490 6.84620 26.80180 10.09110 0
#> 74 1288.75 30.71850 6.78567 33.66880 9.83674 0
#> 75 1281.15 33.08560 6.77467 36.89820 9.67858 0
#> 76 1274.06 33.64450 6.66441 37.50890 9.93848 0
#> 77 1267.88 35.81390 6.64187 39.82910 11.03990 0
#> 78 1266.89 36.21940 6.83694 40.03830 11.59020 0
#> 79 1265.91 36.14600 6.86007 40.06670 11.35700 0
#> 80 1265.79 36.16150 6.82282 40.13130 11.31590 0
#> 81 1265.76 36.17830 6.82789 40.16250 11.32000 0
#> 82 1265.71 36.17130 6.84041 40.20470 11.31200 0
#> 83 1265.69 36.16940 6.84062 40.24190 11.32390 0
#> 84 1265.65 36.11140 6.83850 40.23600 11.32070 0
#> 85 1265.62 36.01500 6.83099 40.20100 11.32930 0
#> 86 1265.58 35.85570 6.82715 40.12000 11.29990 0
#> 87 1265.52 35.65940 6.82394 40.05020 11.27860 0
#> 88 1265.34 35.19540 6.81898 39.93360 11.23670 0
#> 89 1264.87 34.00060 6.80482 39.69150 11.13720 0
#> 90 1263.42 30.76960 6.78671 39.25700 10.93370 0
#> 91 1257.96 18.07380 6.72039 37.79180 10.05210 0
#> 92 1257.00 16.60050 6.71619 37.69410 9.95172 0
#> 93 1254.87 15.64090 6.71883 37.75790 9.90426 0
#> 94 1248.59 13.40870 6.73141 38.11040 9.87039 0
#> 95 1237.68 15.94780 6.84374 41.02400 10.85240 0
#> 96 1235.00 16.29800 6.79855 40.76180 10.96670 0
#> 97 1230.76 15.79180 6.75169 40.37550 11.22330 0
#> 98 1229.92 15.25910 6.78959 40.85840 11.68780 0
#> 99 1229.65 15.49370 6.81061 41.05520 11.72200 0
#> 100 1229.62 15.41470 6.81173 40.99640 11.69480 0
#> 101 1229.61 15.40190 6.81018 41.00640 11.73730 0
#> 102 1229.61 15.40860 6.81035 41.01150 11.73420 0
#>
#> Num Jobs/Completed/Failed:3/3/0
#>
#> Trying to generate job results...
#> Done generating job results.
#> Find effect to add that reduces -2LL the most:
#> cstep005 V-BodyWeight Cl-BodyWeight 1100 1223.927797 ( 1217.292900 +6.634897 ) < 1234.540620 )
#> cstep006 Cl-BodyWeight V2-Gender 0110 X 1241.048697 ( 1234.413800 +6.634897 ) > 1234.540620 )
#> cstep007 Cl-BodyWeight Cl2-Gender 0101 X 1236.243917 ( 1229.609020 +6.634897 ) > 1234.540620 )
#> cstep005 V-BodyWeight Cl-BodyWeight 1100 chosen, -2LL = 1217.292900
#> ----------------------------------------------------------------------
#> Processing scenarios:
#> " V-BodyWeight Cl-BodyWeight V2-Gender", " V-BodyWeight Cl-BodyWeight Cl2-Gender"
#> ----------------------------------------------------------------------
#>
#> Compiling 1 of 1 NLME models
#> TDL5 version: 24.9.1.1
#>
#> Status: OK
#> License expires: 2026-04-08
#> Refresh until: 2025-05-07 20:38:27
#> Current Date: 2025-04-07
#> The model compiled
#>
#> Num Jobs/Completed/Failed:2/0/0
#>
#> ------------------------------------------------------------
#> Processing scenario: V-BodyWeight Cl-BodyWeight V2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.20 1.07741 1.05334 1.10522 1.07328 7.72060e-05 0.00128491
#> 2 1638.57 1.19808 1.16315 1.20889 1.19376 5.87051e-05 0.00410732
#> 3 1583.94 1.35077 1.31111 1.35192 1.34647 1.36260e-04 0.00829893
#> 4 1556.33 1.51594 1.47377 1.50984 1.51140 2.74815e-04 0.01334430
#> 5 1541.66 1.69072 1.64687 1.67864 1.68596 1.40068e-04 0.01901800
#> 6 1533.37 1.87201 1.82734 1.85475 1.86685 1.41100e-04 0.02549600
#> 7 1528.61 2.04452 2.00019 2.02295 2.03911 3.32538e-04 0.03231890
#> 8 1526.05 2.19973 2.15669 2.17504 2.19396 1.02295e-03 0.03923040
#> 9 1524.99 2.29651 2.25541 2.27060 2.29071 1.54641e-03 0.04427160
#> 10 1523.95 2.36742 2.32949 2.34126 2.36173 2.18077e-03 0.04914020
#> 11 1520.76 2.53369 2.50759 2.50809 2.52860 4.51913e-03 0.06342040
#> 12 1514.11 2.79573 2.79604 2.77257 2.79198 8.85284e-03 0.09023710
#> 13 1509.39 3.16343 3.20899 3.14396 3.16210 1.56619e-02 0.13168700
#> 14 1503.78 3.01171 3.04727 2.98879 3.00950 1.26356e-02 0.11683200
#> 15 1497.43 3.14090 3.20642 3.11573 3.13971 1.46005e-02 0.13464000
#> 16 1490.75 3.41093 3.53706 3.38092 3.41166 1.84530e-02 0.17109700
#> 17 1486.30 3.74477 3.95792 3.70538 3.74789 2.25347e-02 0.22155700
#> 18 1481.26 4.12749 4.46092 4.07281 4.13349 2.67253e-02 0.28999800
#> 19 1476.64 4.51330 4.96832 4.44581 4.52246 3.16259e-02 0.36569100
#> 20 1468.43 5.21671 5.91199 5.12427 5.23214 4.11772e-02 0.52475200
#> 21 1457.43 6.25410 7.36296 6.11813 6.28070 5.60806e-02 0.82078000
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0.0592973 0 16 112
#> 0.1267640 0 16 112
#> 0.2256990 0 16 112
#> 0.3398200 0 16 112
#> 0.4653630 0 16 112
#> 0.5994220 0 16 112
#> 0.7299370 0 16 112
#> 0.8505810 0 16 112
#> 0.9290300 0 16 112
#> 0.9904120 0 16 112
#> 1.1427200 0 16 112
#> 1.3960700 0 16 112
#> 1.7589400 0 16 112
#> 1.6047000 0 16 112
#> 1.7222300 0 16 112
#> 1.9649100 0 16 112
#> 2.2522700 0 16 112
#> 2.5675500 0 16 112
#> 2.8953600 0 16 112
#> 3.4916700 0 16 112
#> 4.3626900 0 16 112
#> 22 1437.72 6.64456 8.03110 6.47866 6.67982 6.37329e-02
#> 23 1432.18 6.76652 8.25228 6.59028 6.80606 6.70238e-02
#> 24 1431.00 6.78051 8.33139 6.59045 6.83243 7.19266e-02
#> 25 1427.28 6.51339 7.90821 6.33412 6.56638 6.79828e-02
#> 26 1425.91 6.49835 7.87261 6.31260 6.55851 6.96966e-02
#> 27 1424.04 6.43414 7.75995 6.23862 6.50526 7.20784e-02
#> 28 1421.39 6.30832 7.53557 6.09217 6.39852 7.67142e-02
#> 29 1419.71 6.16915 7.21097 5.89870 6.29491 8.91085e-02
#> 30 1417.04 6.27516 7.32370 5.99054 6.39956 9.19354e-02
#> 31 1411.06 6.44794 7.31854 6.06795 6.59502 1.11679e-01
#> 32 1403.65 6.71190 7.07292 6.09168 6.91518 1.62193e-01
#> 33 1402.71 6.63821 6.92109 5.99518 6.83777 1.67004e-01
#> 34 1400.90 6.70645 6.92109 6.00831 6.89303 1.79467e-01
#> 35 1397.47 6.87987 6.82802 5.96792 7.00012 2.27106e-01
#> 36 1395.67 6.91260 6.78788 5.98641 7.06003 2.29941e-01
#> 37 1394.23 6.97078 6.88104 6.03597 7.10650 2.32519e-01
#> 38 1393.32 7.10377 6.85415 6.04761 7.22100 2.59176e-01
#> 39 1392.25 7.13240 6.85297 6.05512 7.25362 2.63858e-01
#> 40 1386.26 7.51692 6.85237 6.15197 7.65382 3.26921e-01
#> 41 1374.51 8.67925 6.79881 6.41326 8.86299 5.25145e-01
#> 42 1369.02 9.13231 6.96406 6.60895 9.33756 5.82966e-01
#> 43 1364.48 9.30835 7.20170 6.77216 9.52409 5.87186e-01
#> 44 1360.66 9.67240 7.17207 6.84678 9.89495 6.53289e-01
#> 45 1355.08 9.99313 7.15208 6.92294 10.20140 7.11224e-01
#> 46 1350.60 10.21700 7.17347 7.00019 10.40390 7.47665e-01
#> 47 1343.74 10.54340 7.15903 7.10425 10.72250 8.00120e-01
#> 48 1315.00 13.00830 7.40672 8.05122 13.20230 1.15356e+00
#> 49 1308.34 14.04200 7.48443 8.47093 14.22880 1.29691e+00
#> 50 1307.05 15.13690 7.66282 8.98145 15.34270 1.43527e+00
#> 51 1305.57 14.93460 7.58157 8.89097 15.14530 1.40377e+00
#> 52 1304.95 14.28110 7.42402 8.59236 14.47800 1.31666e+00
#> 53 1303.61 14.46620 7.45122 8.66334 14.65470 1.34106e+00
#> 54 1302.61 14.71210 7.44126 8.76916 14.89140 1.37116e+00
#> 55 1301.50 14.69530 7.38538 8.76338 14.85730 1.36600e+00
#> 56 1298.20 14.65810 7.01958 8.72939 14.70570 1.34600e+00
#> 57 1295.27 14.90470 6.97484 8.89326 14.87380 1.35440e+00
#> 58 1292.80 15.20480 6.90850 9.11717 15.04870 1.35159e+00
#> 59 1291.98 15.38140 6.93170 9.20117 15.21390 1.37171e+00
#> 60 1291.83 15.48590 6.87207 9.24034 15.29250 1.38360e+00
#> 61 1291.80 15.49060 6.86722 9.24309 15.29400 1.38348e+00
#> 62 1291.76 15.47640 6.86183 9.24925 15.26720 1.37619e+00
#> 63 1291.70 15.46180 6.85731 9.27210 15.22510 1.36222e+00
#> 64 1291.61 15.45700 6.84451 9.31304 15.17430 1.34399e+00
#> 65 1291.41 15.41450 6.79958 9.39454 15.01380 1.29678e+00
#> 66 1291.13 15.45160 6.79939 9.52849 14.92590 1.25781e+00
#> 67 1290.24 15.63330 6.78536 10.09800 14.57520 1.10655e+00
#> 68 1289.61 15.83230 6.82866 10.45080 14.49650 1.05442e+00
#> 69 1289.10 16.09480 6.88852 10.84670 14.46810 1.03138e+00
#> 70 1288.87 16.15180 6.90853 11.02110 14.38120 1.01507e+00
#> 71 1288.24 16.25920 6.93735 11.41150 14.17320 1.02040e+00
#> 72 1287.46 16.37280 6.91953 11.95640 13.80380 1.02124e+00
#> 73 1285.84 16.53820 6.90554 12.95180 13.12120 1.10695e+00
#> 74 1284.51 16.74010 6.88931 13.77710 12.66930 1.23502e+00
#> 75 1283.61 16.87120 6.89420 14.18840 12.56190 1.40891e+00
#> 76 1283.52 16.88670 6.90153 14.21280 12.57080 1.38798e+00
#> 77 1283.47 16.90320 6.91189 14.27570 12.56730 1.40063e+00
#> 78 1283.37 16.90410 6.92534 14.39850 12.51900 1.40524e+00
#> 79 1283.09 16.89380 6.94484 14.75720 12.38320 1.41528e+00
#> 80 1282.41 16.85560 6.96972 15.54560 12.15160 1.43899e+00
#> 81 1280.56 16.79750 7.00406 17.52720 11.65800 1.45946e+00
#> 82 1274.93 16.76330 7.08170 23.08610 10.48710 1.52531e+00
#> 83 1266.61 16.76390 7.17231 31.42450 8.71372 1.59565e+00
#> 84 1262.80 16.73180 7.19479 33.98380 8.16851 1.60978e+00
#> 85 1261.42 16.70680 7.21646 36.30460 7.66795 1.62396e+00
#> 86 1258.75 16.66940 7.20536 34.67810 8.04899 1.60727e+00
#> 87 1249.58 16.14800 7.06284 35.22620 8.67611 1.44919e+00
#> 88 1244.32 15.53830 6.82151 38.85330 9.34252 1.27288e+00
#> 89 1239.70 15.71210 6.83675 38.98010 9.70407 1.29402e+00
#> 90 1234.72 15.92200 6.84375 39.78350 10.70370 1.32839e+00
#> 91 1225.46 16.52990 6.93036 41.69460 13.29390 1.46583e+00
#> 92 1221.00 16.16710 6.90013 43.18130 13.72340 1.43031e+00
#> 93 1220.64 15.59940 6.83409 44.31920 14.97080 1.36322e+00
#> 94 1218.75 15.34720 6.80446 43.58750 14.42690 1.33045e+00
#> 95 1217.96 15.80080 6.87693 42.73280 13.87170 1.40072e+00
#> 96 1217.43 15.62480 6.84120 42.52690 14.02100 1.37287e+00
#> 97 1217.26 15.53300 6.82570 42.18010 14.07790 1.35881e+00
#> 98 1217.20 15.49700 6.82454 41.82000 14.08230 1.35577e+00
#> 99 1217.20 15.49980 6.82699 41.81260 14.10490 1.35275e+00
#> 100 1217.20 15.49910 6.82601 41.79680 14.10120 1.35150e+00
#> 101 1217.20 15.49740 6.82564 41.79720 14.10600 1.35046e+00
#> 102 1217.20 15.49540 6.82651 41.81060 14.11060 1.34990e+00
#> 103 1217.20 15.49540 6.82780 41.82570 14.11560 1.34996e+00
#> 104 1217.20 15.49500 6.82883 41.84110 14.12040 1.35069e+00
#> 105 1217.20 15.49570 6.82823 41.83610 14.12120 1.35076e+00
#> 106 1217.20 15.49730 6.82753 41.82500 14.11800 1.35071e+00
#> 107 1217.20 15.49810 6.82724 41.81890 14.11660 1.35074e+00
#> 108 1217.20 15.49810 6.82712 41.81710 14.11590 1.35074e+00
#>
#> Num Jobs/Completed/Failed:2/1/0
#>
#> ------------------------------------------------------------
#> Processing scenario: V-BodyWeight Cl-BodyWeight Cl2-Gender:
#> Iteration -2LL tvV tvCl tvV2 tvCl2 dVdBodyWeight dCldBodyWeight
#> 1 1733.35 1.07766 1.05351 1.10557 1.07352 0.000077461 0.00128915
#> 2 1638.44 1.19892 1.16437 1.21062 1.19304 0.000359682 0.00431940
#> 3 1583.70 1.35282 1.31338 1.35607 1.34423 0.001195800 0.00926512
#> 4 1556.15 1.51806 1.47596 1.51615 1.50551 0.001482960 0.01461610
#> 5 1541.27 1.69532 1.65128 1.68973 1.67778 0.001850080 0.02165280
#> 6 1533.03 1.87146 1.82604 1.86328 1.84795 0.001395850 0.02849180
#> dV2dGender1 dCl2dGender1 nSubj nObs
#> 0 0.0434185 16 112
#> 0 0.1205170 16 112
#> 0 0.2252580 16 112
#> 0 0.3416550 16 112
#> 0 0.4694520 16 112
#> 0 0.5977860 16 112
#> 7 1527.86 2.05882 2.01326 2.04929 2.02833 0.001963740 0.03658150
#> 8 1525.35 2.21207 2.16751 2.20314 2.17539 0.003166560 0.04436200
#> 9 1524.19 2.30627 2.26344 2.29880 2.26470 0.003631030 0.04981000
#> 10 1522.85 2.39369 2.35419 2.38893 2.34621 0.004397950 0.05590390
#> 11 1519.41 2.57238 2.54383 2.57579 2.51026 0.006704260 0.07110530
#> 12 1512.58 2.83762 2.83194 2.85678 2.75008 0.010467000 0.09718170
#> 13 1503.74 3.21028 3.24355 3.25349 3.08427 0.016312300 0.13724400
#> 14 1496.33 3.28477 3.33807 3.33096 3.15129 0.017299800 0.14879700
#> 15 1489.35 3.34510 3.46747 3.38089 3.21041 0.017236900 0.17337200
#> 16 1479.33 3.70388 3.89252 3.75599 3.53494 0.022475100 0.22049500
#> 17 1477.25 3.79611 4.01958 3.85017 3.61798 0.023585300 0.24153900
#> 18 1471.88 3.96975 4.28545 4.02482 3.77274 0.026133500 0.29545300
#> 19 1469.06 4.08034 4.52248 4.13317 3.86303 0.028238500 0.36891900
#> 20 1466.55 3.95620 4.39478 4.00219 3.74786 0.026438100 0.36561600
#> 21 1464.28 3.91859 4.41041 3.95796 3.70822 0.026846500 0.39625200
#> 22 1457.97 3.93499 4.74978 3.93543 3.70420 0.034310100 0.59744500
#> 23 1451.05 4.14428 5.01274 4.13471 3.90381 0.037534000 0.64547900
#> 24 1431.83 4.86235 6.09341 4.79934 4.57030 0.052645300 0.92465700
#> 25 1429.24 4.97078 6.25478 4.89964 4.67006 0.055071100 0.96735900
#> 26 1426.29 5.10623 6.45955 5.02307 4.79332 0.058008900 1.02722000
#> 27 1422.85 5.29417 6.73776 5.19276 4.96282 0.062217500 1.11380000
#> 28 1421.06 6.01725 7.80062 5.83263 5.60838 0.080277700 1.48344000
#> 29 1417.81 5.90131 7.63099 5.71776 5.50052 0.078376800 1.44890000
#> 30 1415.82 5.85577 7.49152 5.67274 5.45334 0.078725500 1.41190000
#> 31 1412.84 5.91075 7.51733 5.69061 5.48582 0.085956400 1.49683000
#> 32 1409.27 6.09811 7.66992 5.79131 5.62121 0.102169000 1.71578000
#> 33 1404.65 6.16566 7.63051 5.76290 5.64344 0.118959000 1.92505000
#> 34 1401.80 6.13014 7.42686 5.68678 5.59944 0.125715000 1.97702000
#> 35 1400.15 6.14009 7.28382 5.65658 5.60616 0.132391000 2.04416000
#> 36 1397.61 6.19217 7.03774 5.62338 5.65680 0.148752000 2.20064000
#> 37 1395.40 6.36012 6.99217 5.70782 5.82740 0.165888000
#> 38 1393.25 6.48504 6.93675 5.76074 5.96846 0.181526000
#> 39 1390.57 6.71109 7.03581 5.90132 6.22977 0.201826000
#> 40 1389.61 6.83405 6.95279 5.92024 6.38751 0.225492000
#> 41 1388.41 6.78871 6.90235 5.88516 6.33226 0.223133000
#> 42 1387.04 6.80170 6.88321 5.88418 6.34955 0.227741000
#> 43 1385.13 6.91291 6.81933 5.90675 6.46488 0.250163000
#> 44 1380.71 7.26692 6.77157 6.04292 6.83340 0.306143000
#> 45 1370.86 8.40212 6.68407 6.51563 7.99123 0.473605000
#> 46 1358.91 9.72356 6.83218 7.18915 9.32062 0.642810000
#> 47 1348.58 10.36050 7.67218 7.77167 9.88875 0.665833000
#> 48 1340.72 11.09030 7.78935 8.12944 10.58830 0.754291000
#> 49 1339.56 11.33160 7.78539 8.27265 10.83470 0.782784000
#> 50 1336.73 11.58000 7.84564 8.43015 11.05730 0.813649000
#> 51 1325.95 13.24580 8.19438 9.43599 12.59480 1.022470000
#> 52 1324.80 15.76370 8.50409 10.95760 14.92760 1.353220000
#> 53 1316.68 15.10380 7.97516 10.54580 14.30740 1.303910000
#> 54 1314.02 15.25220 7.81809 10.60560 14.44670 1.335690000
#> 55 1307.64 14.83290 7.25689 10.25390 14.04870 1.314650000
#> 56 1304.76 14.68540 6.87284 10.11000 13.89530 1.322750000
#> 57 1303.56 14.80790 6.50373 10.14770 13.96330 1.368860000
#> 58 1300.98 15.19830 6.91423 10.45140 14.31880 1.392260000
#> 59 1300.09 15.28140 6.93422 10.50400 14.39450 1.396810000
#> 60 1299.90 15.34920 6.89995 10.54430 14.44840 1.405330000
#> 61 1299.86 15.36910 6.87121 10.55660 14.46060 1.406680000
#> 62 1299.82 15.39490 6.86337 10.57790 14.47250 1.404260000
#> 63 1299.60 15.51410 6.83543 10.69060 14.50510 1.380670000
#> 64 1299.27 15.64930 6.83004 10.85980 14.48050 1.321880000
#> 65 1298.89 15.75670 6.84219 11.04650 14.38240 1.241290000
#> 66 1298.49 15.79900 6.86146 11.24190 14.15370 1.132090000
#> 67 1298.25 15.75830 6.87551 11.28850 14.01320 1.101640000
#> 68 1297.95 15.66920 6.87563 11.36750 13.73830 1.058060000
#> 69 1297.64 15.60700 6.86958 11.42640 13.54920 1.054290000
#> 70 1296.47 15.41120 6.83711 11.81770 12.66280 1.033420000
#> 71 1295.05 15.43650 6.81537 12.27660 12.07990 1.081450000
#> 72 1291.81 15.87810 6.80889 13.72780 10.88030 1.323170000
#> 73 1290.50 16.30790 6.83501 14.29940 10.84530 1.403280000
#> 74 1289.68 16.85540 6.89403 15.16850 10.57590 1.382530000
#> 75 1289.48 16.73690 6.88999 14.95680 10.68170 1.364780000
#> 76 1289.30 16.72410 6.89200 14.94000 10.71350 1.364700000
#> 77 1289.15 16.68600 6.88819 14.94010 10.69800 1.358570000
#> 78 1289.08 16.64360 6.88576 15.04620 10.52680 1.374950000
#> 79 1289.02 16.63580 6.87867 15.13210 10.42790 1.377680000
#> 80 1288.93 16.59760 6.87412 15.16140 10.40960 1.378710000
#> 81 1288.72 16.52910 6.87625 15.27850 10.36010 1.394670000
#> 82 1287.96 16.28940 6.87985 15.66140 10.26960 1.413400000
#> 83 1286.14 15.92630 6.89981 16.92110 10.13400 1.401320000
#> 84 1281.97 15.32600 6.89858 19.66500 10.07520 1.371280000
#> 85 1272.27 14.61990 6.88540 25.31130 10.14290 1.334530000
#> 86 1252.84 13.89420 6.85289 33.81830 10.12620 1.289510000
#> 87 1238.52 13.51120 6.82901 38.54130 10.05660 1.266250000
#> 88 1234.77 14.20570 6.82278 40.83780 11.06440 1.301470000
#> 89 1217.48 14.90320 6.78359 40.35230 13.09530 1.337280000
#> 90 1214.17 15.04210 6.82052 41.01060 12.66660 1.327980000
#> 91 1213.63 15.52200 6.86417 41.20040 11.62930 1.319460000
#> 92 1212.54 15.39270 6.81953 40.98990 11.93050 1.332670000
#> 93 1212.48 15.46980 6.82184 41.14760 11.87800 1.340670000
#> 94 1212.48 15.49280 6.81573 41.15740 11.82440 1.343220000
#> 95 1212.48 15.48800 6.81644 41.15970 11.83130 1.342860000
#> 96 1212.48 15.48530 6.81663 41.16160 11.83440 1.342260000
#> 97 1212.48 15.48830 6.81792 41.17410 11.84090 1.344520000
#>
#> Num Jobs/Completed/Failed:2/2/0
#>
#> Trying to generate job results...
#> Done generating job results.
#> Find effect to add that reduces -2LL the most:
#> cstep008 V-BodyWeight Cl-BodyWeight V2-Gender 1110 X 1223.833657 ( 1217.198760 +6.634897 ) > 1217.292900 )
#> cstep009 V-BodyWeight Cl-BodyWeight Cl2-Gender 1101 X 1219.111317 ( 1212.476420 +6.634897 ) > 1217.292900 )
#>
#> No effect chosen to add
#> Find effect to subtract that increases -2LL the least:
#> cstep002 Cl-BodyWeight 0100 X 1223.713054 ( 1234.540620 -10.827566 ) > 1217.292900 )
#> cstep001 V-BodyWeight 1000 X 1238.163834 ( 1248.991400 -10.827566 ) > 1217.292900 )
#>
#> No effect chosen to subtract
#>
#> Scenario to use = cstep005 V-BodyWeight Cl-BodyWeight 1100
#>
#> Summarizing stepwise covariate search results for 10 scenarios
#>
#> Finished summarizing results. Transferring data and loading the results...
# }