Estimation and goodness-of-fit testing for non-negative random variables with explicit Laplace transform

Many flexible families of positive random variables exhibit non-closed forms of the density and distribution functions and this feature is considered unappealing for modelling purposes. However, such families are often characterized by a simple expression of the corresponding Laplace transform. Rely