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Designed as an introduction to statistical distribution theory. Includes a first chapter on basic notations and definitions that are essential to working with distributions. Remaining chapters are divided into three parts: Discrete Distributions, Continuous Distributions, and Multivariate Distributions. Exercises are incorporated throughout the text in order to enhance understanding of materials just taught.