Using Piecewise Polynomial Approximations to Generate from Arbitrary Continuous Distributions

I. Introduction: The expense associated with evaluating quantiles of continuous random variables on the computer has motivated much of the work on accurate approximation schemes for the inverse cdf. Many of the approximations are based on properties of specific distributions and are therefore limited in application, but, more recently, attempts have been made at defining methods which apply to arbitrary continuous distributions.