Description Usage Arguments Value See Also Examples
Convert file containing values from stepwise lmer models to a three-dimensional array in the workspace (one-factor design only).
1 | reassembleStepwiseFile(fname)
|
fname |
Name of the file containing output from |
Returns either a three dimension array (if file is the result of
fitstepwise.bestpath
) or a list of two three dimensional
arrays if fitstepwise
was used, one for forward and one for
backward selection. Each array has the following dimensions:
run |
the Monte Carlo run |
crit |
the alpha level for selection |
params |
the resulting values from individual calls to |
fitstepwise
or fitstepwise.bestpath
fitstepwise
, fitstepwise.bestpath
.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | nmc <- 10 # number of monte carlo simulations
# create the parameter matrix
pmx <- cbind(randParams(genParamRanges(), nmc, 1001), seed=mkSeeds(nmc, 1001))
# mf contains model formulae for the various models to fit
mf <- list(max=Resp ~ Cond + (1 + Cond | SubjID) + (1 + Cond | ItemID),
mid.srs=Resp ~ Cond + (1 + Cond | SubjID) + (1 | ItemID),
min=Resp ~ Cond + (1 | SubjID) + (1 | ItemID))
mcRun("fitstepwise", mcr.outfile="test.txt",
mcr.fnArgs=list(wsbi=FALSE, mf=mf),
mcr.datFn="mkDf", mcr.datArgs=list(wsbi=FALSE),
mcr.varying=pmx)
ff <- reassembleStepwiseFile("test.txt")
ff$forward[,2,] # alpha-level=.05
|
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