via univariate and multivariate analysis of the data, and an EM-algorithm is developed for its estimation in conjunction … numerically reliable estimation. Crucially, the distribution theory required for portfolio theory and risk assessment is developed …. density forecasting, EM-algorithm, fat tails, mixture distributions, multivariate laplace distribution, Quasi …