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Probability and Statistics for Computer Science

Probability and Statistics for Computer Science by James L. Johnson
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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
Wiley; September 2011
764 pages; ISBN 9781118165966
Read online, or download in secure PDF format
Title: Probability and Statistics for Computer Science
Author: James L. Johnson
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