make.symmetric function

Make a square matrix symmetric by averaging.

Make a square matrix symmetric by averaging.

Matrix symmetry might depend on numerical precision issues. The older version of JAGS had a bug related to this issue for multivariate normal nodes. This simple function can fix the issue, but new JAGS versions do not require such intervention. UTF-8

1.1

make.symmetric(x)

Arguments

  • x: A square matrix.

Details

The function takes the average as (x[i, j] + x[j, i]) / 2

for each off diagonal cells.

Returns

A symmetric square matrix.

Note

The function works for any matrix, even for those not intended to be symmetric.

Author(s)

Peter Solymos, solymos@ualberta.ca

Examples

x <- as.matrix(as.dist(matrix(1:25, 5, 5))) diag(x) <- 100 x[lower.tri(x)] <- x[lower.tri(x)] - 0.1 x[upper.tri(x)] <- x[upper.tri(x)] + 0.1 x make.symmetric(x)