  We study random variables arising as the product of phase-type distributions
and continuous random variables, revisiting their asymptotic properties, and
developing an expectation-maximization algorithm for their statistical
analysis. Throughout, emphasis is made on closed-form formulas for various
functionals of the resulting mixed distributions, which facilitates their
analysis and implementation.
