Numerical Methods of Statistics

By:

John Monahan

Format:

Hardback

Series:

Cambridge Series in Statistical and Probabilistic Mathematics

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Description

This book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods. For mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems. The first half of the book offers a basic background in numerical analysis that emphasizes issues important to statisticians. The next several chapters cover a broad array of statistical tools, such as maximum likelihood and nonlinear regression. The author also treats the application of numerical tools; numerical integration and random number generation are explained in a unified manner reflecting complementary views of Monte Carlo methods. Each chapter contains exercises that range from simple questions to research problems. Most of the examples are accompanied by demonstration and source code available from the author's website. New in this second edition are demonstrations coded in R, as well as new sections on linear programming and the Nelder–Mead search algorithm.

Author Biography:

John F. Monahan is a Professor of Statistics at North Carolina State University where he joined the faculty in 1978 and has been a professor since 1990. His research has appeared in numerous computational as well as statistical journals. He is also the author of A Primer on Linear Models (2008).

Release date Australia

April 18th, 2011

Author

John Monahan

Audience

Tertiary Education (US: College)

Edition

2nd Revised edition

Pages

464

Series

Cambridge Series in Statistical and Probabilistic Mathematics

Dimensions

178x254x25

ISBN-13

9780521191586

Product ID

10429708

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