Probability and Statistics for Computer Science by James L. Johnson - PDF free download eBook

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Overview

Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: to present the mathematical analysis underlying probability resultsSpecial emphases on simulation and discrete decision theoryMa...

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Details of Probability and Statistics for Computer Science

ISBN
9780470383421
Publication date
Age range
18+ Years
Book language
English
Pages
760
Format
PDF, DJVU, DOC, RTF
Quality
Normal quality scanned pages
Dimensions
9.21 (w) x 6.14 (h) x 1.49 (d)

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Some brief overview of this book

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

A few words about book's author

James L. Johnson holds a PhD in mathematics from the University of Minnesota 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.

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