Daniel@0: function W = initializeFull(X)
Daniel@0:     
Daniel@0:     [d,n,m] = size(X);
Daniel@0: 
Daniel@0:     W = diag(1./std(X,1,2));
Daniel@0:     W(isinf(W)) = 1;
Daniel@0: 
Daniel@0: end