I'm having trouble with R programming. From a matrix, how can I find the median of each row exclude the diagonal?
Ex: matrix 4x4
0 1 2 3
1 0 1 2
2 1 0 1
3 2 1 0
I want to find the median of each row excluding the diagonal (in this ex, the diag=0)
I've tried:
diag(A) <- NA
mean(A, na.rm = TRUE) # doesn't work
apply(A, 1, median) # it works but the calculation including the diagonal.
Try this:
A <- matrix(c(0,1,2,3,1,0,1,2,2,1,0,1,3,2,1,0),nrow=4)
sapply(1:4, function(x) median(A[x,-x]))
[1] 2 1 1 2
I'm not sure why you are using mean()
; why don't you try median()
? Here goes:
A <- read.table(text="0 1 2 3
1 0 1 2
2 1 0 1
3 2 1 0", header=F)
A <- as.matrix(A)
diag(A) <- NA
A
V1 V2 V3 V4
[1,] NA 1 2 3
[2,] 1 NA 1 2
[3,] 2 1 NA 1
[4,] 3 2 1 NA
myFun <- function(x){ median(x, na.rm=T)}
apply(A, 1, FUN=myFun)
[1] 2 1 1 2
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