Bayesian modelling of skewness and kurtosis with two-piece scale and shape distributions

F. J. Rubio, M. F. J. Steel

We formalise and generalise the definition of the family of univariate double two--piece distributions, obtained by using a density--based transformation of unimodal symmetric cont…