R version 4.4.0 alpha (2024-03-26 r86209 ucrt) Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(lme4) Loading required package: Matrix > ## show important current settings {for reference, etc} -- [early, and also on Windows !]: > str( lmerControl()) List of 8 $ optimizer : chr "nloptwrap" $ restart_edge : logi TRUE $ boundary.tol : num 1e-05 $ calc.derivs : logi TRUE $ use.last.params: logi FALSE $ checkControl :List of 8 ..$ check.nobs.vs.rankZ: chr "ignore" ..$ check.nobs.vs.nlev : chr "stop" ..$ check.nlev.gtreq.5 : chr "ignore" ..$ check.nlev.gtr.1 : chr "stop" ..$ check.nobs.vs.nRE : chr "stop" ..$ check.rankX : chr "message+drop.cols" ..$ check.scaleX : chr "warning" ..$ check.formula.LHS : chr "stop" $ checkConv :List of 3 ..$ check.conv.grad :List of 3 .. ..$ action: chr "warning" .. ..$ tol : num 0.002 .. ..$ relTol: NULL ..$ check.conv.singular:List of 2 .. ..$ action: chr "message" .. ..$ tol : num 1e-04 ..$ check.conv.hess :List of 2 .. ..$ action: chr "warning" .. ..$ tol : num 1e-06 $ optCtrl : list() - attr(*, "class")= chr [1:2] "lmerControl" "merControl" > str(glmerControl()) List of 11 $ optimizer : chr [1:2] "bobyqa" "Nelder_Mead" $ restart_edge : logi FALSE $ boundary.tol : num 1e-05 $ calc.derivs : logi TRUE $ use.last.params: logi FALSE $ checkControl :List of 9 ..$ check.nobs.vs.rankZ : chr "ignore" ..$ check.nobs.vs.nlev : chr "stop" ..$ check.nlev.gtreq.5 : chr "ignore" ..$ check.nlev.gtr.1 : chr "stop" ..$ check.nobs.vs.nRE : chr "stop" ..$ check.rankX : chr "message+drop.cols" ..$ check.scaleX : chr "warning" ..$ check.formula.LHS : chr "stop" ..$ check.response.not.const: chr "stop" $ checkConv :List of 3 ..$ check.conv.grad :List of 3 .. ..$ action: chr "warning" .. ..$ tol : num 0.002 .. ..$ relTol: NULL ..$ check.conv.singular:List of 2 .. ..$ action: chr "message" .. ..$ tol : num 1e-04 ..$ check.conv.hess :List of 2 .. ..$ action: chr "warning" .. ..$ tol : num 1e-06 $ optCtrl : list() $ tolPwrss : num 1e-07 $ compDev : logi TRUE $ nAGQ0initStep : logi TRUE - attr(*, "class")= chr [1:2] "glmerControl" "merControl" > str(nlmerControl()) List of 3 $ optimizer: chr [1:2] "Nelder_Mead" "Nelder_Mead" $ tolPwrss : num 1e-10 $ optCtrl : list() - attr(*, "class")= chr [1:2] "nlmerControl" "merControl" > ls.str(environment(nloptwrap)) defaultControl : List of 4 $ algorithm: chr "NLOPT_LN_BOBYQA" $ xtol_abs : num 1e-08 $ ftol_abs : num 1e-08 $ maxeval : num 1e+05 > ## > fm1 <- lmer(Reaction ~ Days + (Days|Subject), sleepstudy) > fm1ML <- refitML(fm1) > REMLcrit(fm1) [1] 1743.628 > deviance(fm1ML) [1] 1751.939 > deviance(fm1,REML=FALSE) ## FIXME: not working yet (NA) [1] 1751.986 > deviance(fm1,REML=TRUE) [1] 1751.986 > > ## from lme4.0 > oldvals <- c(REML=1743.6282722424, ML=1751.98581103058) > ## leave out ML values for REML fits for now ... > stopifnot( + all.equal(REMLcrit(fm1),deviance(fm1,REML=TRUE),deviance(fm1ML,REML=TRUE),oldvals["REML"]), + all.equal(deviance(fm1ML),deviance(fm1ML,REML=FALSE),oldvals["ML"]), + all.equal(REMLcrit(fm1)/-2,c(logLik(fm1)),c(logLik(fm1ML,REML=TRUE)),c(logLik(fm1,REML=TRUE))), + all.equal(deviance(fm1ML)/-2,c(logLik(fm1ML,REML=FALSE)), + c(logLik(fm1ML,REML=FALSE)))) > > ## should be: > ## stopifnot( > ## all.equal(deviance(fm1),deviance(fm1,REML=TRUE),deviance(fm1ML,REML=TRUE),oldvals["REML"]), > ## all.equal(deviance(fm1ML),deviance(fm1,REML=FALSE),deviance(fm1ML,REML=FALSE),oldvals["ML"]), > ## all.equal(deviance(fm1)/2,c(logLik(fm1)),c(logLik(fm1ML,REML=TRUE)),c(logLik(fm1,REML=TRUE))), > ## all.equal(deviance(fm1ML)/2,c(logLik(fm1,REML=FALSE)),c(logLik(fm1ML,REML=FALSE)), > ## c(logLik(fm1ML,REML=FALSE)))) > > proc.time() user system elapsed 1.71 0.31 2.00