search for: normailze

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2005 Jul 09
1
Quantile normalization and NA
Hi, I am new to R, I am doing quantile normalization with a dat matix of 384X124 and I find that while computing the quantile normailzation it introduces 'NA' into some of the cells, can someone help me to overcome this problem ? This is the command that goes like upto g62 for 124 colomns >g1 <- normalize.quantiles(exprs(MSExpr[,1:2])) For a small set of data there is no problem,
2009 Jul 31
1
scale subsets of grouped data in data frame
...by each group So in pseudo-code for(group in groups){ if(column_name = regex(group_.*)){ data[column_name] = scale(data[group,column_name]) } } This way I get "group wise" normalization of my data, but still have the original values which I will normailze "database wide" for some comparisons. Can anybody help solve this one? -N [[alternative HTML version deleted]]
2009 Aug 03
2
Scale set of 0 values returns NAN??
Hi, More questions in my ongoing quest to convert from RapidMiner to R. One thing has become VERY CLEAR: None of the issues I'm asking about here are addressed in RapidMiner. How it handles misisng values, scaling, etc. is hidden within the "black box". Using R is forcing me to take a much deeper look at my data and how my experiments are constructed. (That's a very