Displaying 3 results from an estimated 3 matches for "msscale".
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isscale
2007 Dec 18
0
Specifying starting values in lme (nlme package) using msScale
I am using package nlme and would like to specify initial values for a linear mixed-effects model to help with convergence. I am trying to specify those initial values using the msScale option under ?control? in the lme() function:
lme(Y ~ X1, random= ~ X1|X2, control=list(msScale=lmeScale))
where, (as far as I understand), lmeScale is a function that can take initial values for parameters. However, I am unsure about how to input those starting values (e.g., what names lme will...
2006 Aug 04
1
gnlsControl
...py to hear from anyone who has an idea on what parameters in
gnlsControl to change to get convergence.
Cheers
Dan Coleman
Genentech Inc.
> gnlsControl
function (maxIter = 50, nlsMaxIter = 7, msMaxIter = 50, minScale = 0.001,
tolerance = 1e-06, nlsTol = 0.001, msTol = 1e-07, msScale = lmeScale,
returnObject = FALSE, msVerbose = FALSE, apVar = TRUE, .relStep =
(.Machine$double.eps)^(1/3),
nlmStepMax = 100, opt = c("nlminb", "optim"), optimMethod = "BFGS",
minAbsParApVar = 0.05)
{
list(maxIter = maxIter, nlsMaxIter = nlsMaxI...
2006 Feb 15
1
no convergence using lme
...terative fitting of the model works
mathematically)
I was wondering if anyone knew if there was anything else in the control
values I should try changing.
Below are the defaults..
lmeControl
function (maxIter = 50, msMaxIter = 50, tolerance = 1e-06, niterEM = 25,
msTol = 1e-07, msScale = lmeScale, msVerbose = FALSE, returnObject =
FALSE,
gradHess = TRUE, apVar = TRUE, .relStep = (.Machine$double.eps)^(1/3),
minAbsParApVar = 0.05, nlmStepMax = 100, optimMethod = "BFGS",
natural = TRUE)
I was reading on the R listserve that lmer from the lme4 package m...