I have a symmetric matrix that I want to randomly shuffle while keeping the diagonal elements unchanged. The rows all sum to 1 and should still sum to 1 after shuffling.
Toy example below:
A <- rbind(c(0.6,0.1,0.3),c(0.1,0.6,0.3),c(0.1,0.3,0.6))
A
# [,1] [,2] [,3]
# [1,] 0.6 0.1 0.3
# [2,] 0.1 0.6 0.3
# [3,] 0.1 0.3 0.6
I would like a matrix B with the same diagonal elements as A and still symmetric, but with the elements randomly shuffled to generate something like
B <- rbind(c(0.6,0.3,0.1), c(0.3,0.6,0.1), c(0.3,0.1,0.6))
B
# [,1] [,2] [,3]
# [1,] 0.6 0.3 0.1
# [2,] 0.3 0.6 0.1
# [3,] 0.3 0.1 0.6
My aim is to do that on a 24 *24 matrix, so the code can be messy and no need to have something with a low computational cost. So far, I have tried with a loop but the code quickly gets excessively complicated and I was wondering whether there was a more straightforward way to do it.
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