Diff of /NullModelTest.R [000000] .. [81de4e]

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a b/NullModelTest.R
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NullModelTest <-
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function(null.out,x,xte,type=c("mle","deseq","quantile")){
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  type <- match.arg(type)
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  if(type=="mle"){
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    sizeste <- rowSums(xte)/sum(x)
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    nste <- outer(sizeste, colSums(x), "*")
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  } else if (type=="quantile"){
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    sizeste <- pmax(1, apply(xte,1,quantile,.75)) # don't want to scale by anything less than 1...
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    sizeste <- sizeste/sum(apply(x, 1, quantile, .75))
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    nste <- outer(sizeste, colSums(x), "*")
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  } else if (type=="deseq"){
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    countste <- t(xte)
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    sizeste <- apply(countste,2,function(cnts) median((cnts/null.out$geomeans)[null.out$geomeans>0], na.rm=TRUE))/sum(null.out$rawsizestr)
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    nste <- outer(sizeste, colSums(x), "*")
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  }
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  return(list(nste=nste,sizeste=sizeste))
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}
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