Row wise function call.
Vasundhara Akkineni wrote:
I have another issue.i have a function which calculates the log2(col i
/col2) value, where i stands for columns 3,4,...etc.
data<-read.table("table.txt", header=TRUE)
iratio<-function(x){
for(n in 3:ncol(data)){
z<-log2(data[x,n]/data[x,2])
}
}
Where x- the row number of the data frame(data).
i want to store the ratios for each row in a object z, which can be
accessed outside the function. How can i do this?
Just return the result at the end of the function. Since you want to
return log-ratios for many pairs, I would suggest to stick them in a new
data frame, or since they results are all of the same data type, a
matrix instead. Example:
iratio <- function(rows) {
# Create (pre-allocate) empty matrix poulated with NAs
z <- matrix(NA, nrow=length(x), ncol=ncol(data)-3+1);
for(col in 3:ncol(data)) {
z[,col-3+1] <- log2(data[rows,col] / data[rows,2])
}
z; # or equivalent 'return(z)'; not often seen in R code.
}
You should try to look into introductions to R (sorry I don't know any
off hand, but just search google); this is all things you need to learn.
Also, you learn a lot from reading other people's code snippets.
When you understand R better, you'll also realize that the above can be
done in one line of code like this:
z <- log2(data[rows,3:ncol(data)] / data[rows,2]);
Cheers
Henrik
PS. I haven't actually tested the above code in R; there might be typos. DS.
Thanks, Vasu. [[alternative HTML version deleted]]
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