Compendium of Distributions, I: Beta, Binomial, Chi-Square, F, Gamma, Geometric, Poisson, Student's t, and Uniform.

Abstract

This manuscript illustrates the implementation and testing of nine statistical
distributions, namely Beta, Binomial, Chi-Square, F, Gamma, Geometric, Poisson,
Student’s t and Uniform distribution, where each distribution consists of three common
functions – Probability Density Function (PDF), Cumulative Density Function (CDF)
and the inverse of CDF (inverseCDF).