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Probability and Statistics for Computer Science
James L. Johnson
出版John Wiley & Sons, 2011-09-09
主題Mathematics / Probability & Statistics / GeneralMathematics / GeneralMathematics / Probability & Statistics / Stochastic Processes
ISBN11181659699781118165966
URLhttp://books.google.com.hk/books?id=mzBLhov3kp8C&hl=&source=gbs_api
EBookSAMPLE
註釋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