Question: positive definite matrix has inverse?
Answer: A Hermitian (or symmetric) matrix is positive definite iff all its eigenvalues are positive. ... The matrix inverse of a positive definite matrix is also positive definite. The definition of positive definiteness is equivalent to the requirement that the determinants associated with all upper-left submatrices are positive.