Question: what are positive definite matrices?
Answer: A Hermitian (or symmetric) matrix is positive definite iff all its eigenvalues are positive. ... The determinant of a positive definite matrix is always positive, so a positive definite matrix is always nonsingular. If and are positive definite, then so is. .