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I am calculating sums of matrix columns to each group, where the corresponding group values are contained in matrix columns as well. At the moment I am using a loop as follows:
index <- matrix(c("A","A","B","B","B","B","A","A"),4,2)
x <- matrix(1:8,4,2)
for (i in 1:2) {
tapply(x[,i], index[,i], sum)
}
At the end of the day I need the following result:
1 2
A 3 15
B 7 11
Is there a way to do this using matrix operations without a loop? On top, the real data is large (e.g. 500 x 10000), therefore it has to be fast.
Thanks in advance.