Probability and Statistics for Computer Scientists, 2E [PDF] [StormRG]

Probability and Statistics for Computer Scientists, Second Edition
Author: Michael Baron
Published: 2013
Publisher: CRC Press
ISBN: 9781439875902
Format: Retail PDF

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Student-Friendly Coverage of Probability, Statistical Methods, Simulation, and Modeling Tools
Incorporating feedback from instructors and researchers who used the previous edition, Probability and Statistics for Computer Scientists, Second Edition helps students understand general methods of stochastic modeling, simulation, and data analysis; make optimal decisions under uncertainty; model and evaluate computer systems and networks; and prepare for advanced probability-based courses. Written in a lively style with simple language, this classroom-tested book can now be used in both one- and two-semester courses.

New to the Second Edition

Axiomatic introduction of probability
Expanded coverage of statistical inference, including standard errors of estimates and their estimation, inference about variances, chi-square tests for independence and goodness of fit, nonparametric statistics, and bootstrap
More exercises at the end of each chapter
Additional MATLAB® codes, particularly new commands of the Statistics Toolbox