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Commit 41f1090a was based around a mistaken claim that log(det(X)) = sum(log(diag(chol(X)))) but actually this is missing a factor of 2 because the Cholesky decomposition is a sort of square root. So in reality it should be log(det(X)) = 2 * sum(log(diag(chol(X)))) and this commit incorporates that factor of 2.
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