Probability and Statistics for Computer Scientists

Michael Baron

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Language: English

Published by Taylor and Francis Ltd, GB, 2019

1138044482 / 9781138044487

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Praise for the Second Edition:"The author has done his homework on the statistical tools needed for the particular challenges computer scientists encounter. [He] has taken great care to select examples that are interesting and practical for computer scientists. . The content is illustrated with numerous figures, and concludes with appendices and an index. The book is erudite and . could work well as a required text for an advanced undergraduate or graduate course." ---Computing ReviewsProbability and Statistics for Computer Scientists, Third Edition helps students understand fundamental concepts of Probability and Statistics, general methods of stochastic modeling, simulation, queuing, and statistical data analysis; make optimal decisions under uncertainty; model and evaluate computer systems; and prepare for advanced probability-based courses. Written in a lively style with simple language and now including R as well as MATLAB, this classroom-tested book can be used for one- or two-semester courses.Features:Axiomatic introduction of probabilityExpanded coverage of statistical inference and data analysis, including estimation and testing, Bayesian approach, multivariate regression, chi-square tests for independence and goodness of fit, nonparametric statistics, and bootstrapNumerous motivating examples and exercises including computer projectsFully annotated R codes in parallel to MATLABApplications in computer science, software engineering, telecommunications, and related areasIn-Depth yet Accessible Treatment of Computer Science-Related TopicsStarting with the fundamentals of probability, the text takes students through topics heavily featured in modern computer science, computer engineering, software engineering, and associated fields, such as computer simulations, Monte Carlo methods, stochastic processes, Markov chains, queuing theory, statistical inference, and regression. It also meets the requirements of the Accreditation Board for Engineering and Technology (ABET).

Seller Inventory # LU-9781138044487

Title
Probability and Statistics for Computer Scientists
Author
Michael Baron
Publisher
Taylor and Francis Ltd, GB
Publication year
2019
Condition
New
Binding
Hardback
Language
English
ISBN 10
1138044482
ISBN 13
9781138044487
Edition
3rd.
Item weight
1,060 grams
Dimensions
17.78 x 3.3 x 25.65 cm

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