QUESTION:

Let be an matrix with a factorization , where is a unit lower triangular matrix and is a diagonal matrix. Show that is positive definite if and only if , for .

ATTEMPT:

Assume for . Then is possible and

where .

Because has pivots it is nonsingular and hence if and only if . Therefore for all .

Assume is positive definite. How can I prove that has positive diagonals?