Probability and Statistics for Computer Scientists (Hardcover)

Author: Michael Baron  Baron Baron
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Product Summary
Format: Hardcover
ISBN: 9781584886419
Publisher: Chapman & Hall/CRC
Publish Date: 11/27/2006
Buy.com Sku: 202724255
Item#: RCVJLT
Dimensions (in Inches) 9.5H x 6.5L x 1.5T
 
Emphasizing methodology and applications, Probability and Statistics for Computer Scientists begins with the fundamental rules of probability and distributions, followed by stochastic processes, Monte Carlo methods, Markov chains, and queuing theory tools. The final chapters cover topics in statistical inference, estimation, testing, regression, and model fitting. The appendix reviews calculus and linear algebra, including methods of differentiation, integration, and matrix operations. Designed for a one-semester computer science course, the text includes MATLAB codes and is illustrated throughout with numerous examples, exercises, figures, and tables that stress direct applications in computer science and software engineering.
 
 
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