Computational Statistics

Nonfiction, Science & Nature, Mathematics, Graphic Methods, Probability, Statistics
Cover of the book Computational Statistics by Geof H. Givens, Jennifer A. Hoeting, Wiley
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Author: Geof H. Givens, Jennifer A. Hoeting ISBN: 9781118555484
Publisher: Wiley Publication: October 9, 2012
Imprint: Wiley Language: English
Author: Geof H. Givens, Jennifer A. Hoeting
ISBN: 9781118555484
Publisher: Wiley
Publication: October 9, 2012
Imprint: Wiley
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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:

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.

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