I want to use the "princomp" function of Matlab but this function gives the eigenvalues in a sorted array. This way I can't find out which column corresponds to which eigenvalue.

For Matlab,

m = [1,2,3;4,5,6;7,8,9];

[pc,score,latent] = princomp(m);

is the same as:

m = [2,1,3;5,4,6;8,7,9];

[pc,score,latent] = princomp(m);

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