search for: nresampl

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2007 May 25
1
Speeding up resampling of rows from a large matrix
...over correlated SNPs of a simple statistic. The code: #------------------------------------------------------------------------------- nSNPs <- 1000 H <- matrix(sample(0:1, 120*nSNPs , replace=T), nrow=120) G <- matrix(0, nrow=3, ncol=nSNPs) # Keep in mind that the real H is 120 x 65000 nResamples <- 3000 pair <- replicate(nResamples, sample(1:120, 2)) gen <- function(x){g <- sum(x); c(g==0, g==1, g==2)} for (i in 1:nResamples){ G <- G + apply(H[pair[,i],], 2, gen) } #------------------------------------------------------------------------------- The problem is that th...
2009 Mar 12
1
zooreg and lmrob problem (bug?)
...: 4 weights are ~= 1. The remaining 54 ones are summarized as Min. 1st Qu. Median Mean 3rd Qu. Max. 0.5522 0.8858 0.9537 0.9212 0.9831 0.9990 Algorithmic parameters: tuning.chi bb tuning.psi refine.tol rel.tol 1.5476400 0.5000000 4.6850610 0.0000001 0.0000001 nResample max.it groups n.group best.r.s k.fast.s k.max 500 50 5 400 2 1 200 trace.lev compute.rd 0 0 seed : int(0) > > mod1<-lmrob(as.zooreg(dad)~seq(58)) > summary(mod1) Call: lmrob(formula = as.zooreg(da...