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Probability and Statistics for Computer Science
James L. Johnson
€ 284.73
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Description for Probability and Statistics for Computer Science
Hardcover. This title 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. Num Pages: 760 pages, Illustrations. BIC Classification: PBT; UY. Category: (P) Professional & Vocational. Dimension: 240 x 162 x 40. Weight in Grams: 1188.
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
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
Product Details
Format
Hardback
Publication date
2003
Publisher
John Wiley and Sons Ltd United States
Number of pages
760
Condition
New
Number of Pages
760
Place of Publication
, United States
ISBN
9780471326724
SKU
V9780471326724
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About James L. Johnson
JAMES L. JOHNSON holds a PhD in Mathematics and has twenty-five years experience in academic and industrial computer science. He is currently Professor of Computer Science at Western Washington University. He is also the author of Database: Models, Languages, Design.
Reviews for Probability and Statistics for Computer Science
"This text will fill a gap in the education of a sophisticated computer science student who has a firm base in mathematics and statistics." (Computing Reviews, May 7, 2009) "…this textbook would be ideal." (The American Statistician, February 2006) "This is really a statistics textbook written explicitly for undergraduate computer science majors…I found the numerous examples of ... Read more