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Computational Statistics

Geof H. Givens, Jennifer A. Hoeting · ISBN 9780470533314
Computational Statistics | Zookal Textbooks | Zookal Textbooks
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Publisher John Wiley & Sons Inc (US)
Author(s) Geof H. Givens / Jennifer A. Hoeting
Edition 2
Published 16th October 2012
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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.

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