This text develops introductory topics in probability and statistics with particular emphasis on concepts that arise in computer science. It starts with the basic definitions of probability distributions and random variables and elaborates their properties and applications. The text treats the most common discrete and continuous distributions and shows how they are used in decision and estimation problems. It also constructs computer algorithms for generating observations from the various distributions.
C9