Bartlett decomposition: The expression for the random matrix A which has a Wishart distribution as the product of the triangular matrix and the transpose of it. Letting each of x1,...,xn be without dependency distributed as q-dimensional multivariate normal variables with the zero means and an identity variance-covariance matrix we can give as follows