Evandro do Nascimento Silva
2005-Dec-14 03:22 UTC
[R] Memory shortage running Repeated Measures (nlme)
Dear group, I tried to run a Repeated Mesures Anova for Mixed effects model and I got a warnning after entering the model specification saying: "Reached total allocation of 254Mb: see help(memory.size)". here is part of the log: ***********************************************************> aphids<-read.table("aphid.txt",header=T) > attach(aphids) > names(aphids)[1] "site" "time" "shade" "treatp" "aphid"> library(nlme) > aphids<-groupedData(aphid~time|site/shade/treatp,data=aphids,outer=~shade*treatp) > model<-lme(aphid~shade*treatp,random=~time|site)Error in logLik.lmeStructInt(lmeSt, lmePars) : Calloc could not allocate (89359209 of 8) memory In addition: Warning message: Reached total allocation of 254Mb: see help(memory.size) *********************************************************** My response variable is number of aphids/colony on shaded cocoa trees, measured over 15 days (which I treat as a random factor) in four sites (random factor), two levels of shade (fixed) within each site, and three aphid predation treatmens (fixed) within each shade level. My total N 2,256 observations (actually counts). The comand lines were the same as in the example in: Crawley, M. J. 2002. Statistical Computing: an intro to data analysis using S-Plus. Wiley. pages: 702-704. My questions are: 1-Did I use the appropriate analysis to my data? 2-Is the lack of memory caused by my large N and many factor interactions? 3-Since I have counts, should I specify (family=poisson) in the model? If so, where in the command line this term must be located? I am a complete beginner with R, so any help will be wellcome. Evandro Silva Assistant Professor Universidade Estadual de Feira de Santana Laboratory of Insect Ecology Feira de Santana, BA, Brazil
Evandro do Nascimento Silva
2005-Dec-14 10:46 UTC
[R] Memory shortage running Repeated Measures (nlme)
I forgot to mention R version (which is 2.0.1) and OS (Windows XP Professional 2002) in my previous message. Cheers, Evandro Silva
Evandro do Nascimento Silva
2005-Dec-14 10:48 UTC
[R] Memory shortage running Repeated Measures (nlme)
I forgot tomention R version (it is 2.0.1) and OS (Windows XP Professional 2002) in my previous message. Cheers, Evandro Silva
I'm no expert and this doesn't really address your question but generally I try to increase my memory limit when I get these errors. You can increase your memory to 3G with the following: memory.limit(3000) -- View this message in context: http://r.789695.n4.nabble.com/Memory-shortage-running-Repeated-Measures-nlme-tp789920p4517264.html Sent from the R help mailing list archive at Nabble.com.
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