This pair of articles looks at converting one probability distribution into another by using the composition of a cumulative distribution function with a quantile function. There are several applications, notably:
Converting samples from one distribution into another for Monte Carlo sampling calculations;
Defining skew versions of standard distributions;
Introducing kurtosis into a standard distribution.