Seeking some serious help:

The positive definite (hence symmetric) matrix Sigma is decomposed as , where A has rows for which

Given r and t as constant, be the vector linear function of the vector , i.e. the diagonal elements of Sigma.

Be the quadratic form.

I'm struggling to derive and . I do need both.

I would appreciate some help. Thanks in advance!