Probability and Statistics for Computer Science by James L. Johnson

Probability and Statistics for Computer Science



Download Probability and Statistics for Computer Science




Probability and Statistics for Computer Science James L. Johnson
Language: English
Page: 757
Format: djvu
ISBN: 0470383429, 9780470383421
Publisher: Wiley-Interscience

"Undoubtedly, this is an excellent and well-organized book." (Computing Reviews, August 27, 2008) A unique probability guide for computer science

Probability and Statistics for Computer Science develops introductory topics in probability with this particular emphasis, providing computer science students with an invaluable resource in their continued studies and professional research.

Probability and Statistics for Computer Science treats the most common discrete and continuous distributions, showing how they find use in decision and estimation problems, and constructs computer algorithms for generating observations from the various distributions. This one-of-a-kind resource also:

Provides an opportunity to reconnect applications with the theoretical concepts of distributions introduced in prerequisite courses

Uses computer science examples such as client-server performance evaluation and image processing

The author also addresses a variety of supporting topics, such as estimation arguments with limits, properties of power series, and Markov processes. Johnson's text proves an ideal resource for computer science students and practitioners interested in a probability study specific to their field. MORE EBOOKS:
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