cellPopT <-
function(data, grp, SPVs, intCheckPval=0.1, useAll=F){
out=matrix(nrow=nrow(data), ncol=ncol(SPVs))
colnames(out)=colnames(SPVs)
rownames(out)=rownames(data)
for (i in 1:ncol(SPVs)) {
if (!useAll){
modC=model.matrix(~1+grp*SPVs[,i])
}
else{
modC=model.matrix(~1+grp*SPVs[,i]+SPVs[,-i])
}
dimmod=ncol(modC)
resl=lm.coef(data, modC)
out[,i]=resl$tstat[,dimmod]
if (intCheckPval<1){
iibad=(sign(resl$tstat[,2])!=sign(resl$tstat[,dimmod])&resl$pval[, dimmod]<intCheckPval)
out[iibad, i]=0
}
}
attr(out, "intCheckPval")=intCheckPval
attr(out, "useAll")=useAll
colnames(out)=colnames(SPVs)
abs(out)
}
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