Probability and Statistics for Computer Science by James L. Johnson is a printed hardcover textbook.
The probability textbook connects mathematical ideas with computer science, including statistical methods and simulation. It provides a reference for readers studying how probabilistic reasoning applies to computing problems. The listed print edition has ISBN 9780471326724.
Comprehensive and thorough development of both probability and statistics for serious computer scientists;goal-oriented:"to present the mathematical analysis underlying probability results" Special emphases on simulation and discrete decision theory Mathematically-rich, but self-contained text, at a gentle pace Review of calculus and linear algebra in an appendix Mathematical interludes (in each chapter) which examine mathematical techniques in the context of probabilistic or statistical importance Numerous section exercises, summaries, historical notes, and Further Readings for reinforcement of content Read more