Computational Statistics, Second Edition

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Mathematics - Mathematical Statistics
Computational Statistics, Second...

Computational Statistics, Second Edition

Name: Computational Statistics, Second Edition
ISBN: 9781118555552

Geof H. Givens, Jennifer A. Hoeting(auth.)

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This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field:

Optimization
Integration and Simulation
Bootstrapping
Density Estimation and Smoothing

Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.

الفئات:

Mathematics - Mathematical Statistics

عام:

2013

الإصدار:

الناشر:

John Wiley & Sons, Inc.

اللغة:

english

الصفحات:

496

ISBN 10: