Why does this rank 1 cholupdate result in a matrix with negative eigenvalues?
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I'm trying to use rank 1 cholesky updates to ensure positive-definiteness of my matrices. However, the resulting matrices has small negative eigenvalues, and I'm not sure what I can do about it. Suggestions?
Y1 = cov(series(:,1:start)');
tmp = chol(Y1);
count=0;
for t = start+1:size(series,2)
count = count+1;
tmp = cholupdate(tmp,series(:,t));
Y(:,:,count) = tmp'*tmp;
end
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