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Givens, Geof H.

Computational Statistics

Givens, Geof H. - Computational Statistics, ebook

124,30€

Ebook, ePUB with Adobe DRM
ISBN: 9781118555484
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Printing149 pages with an additional page accrued every 5 hours, capped at 149 pages
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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.

Keywords: Computational & Graphical Statistics, statistics, statistical computing, computational statistics, optimization, integration, smoothing, Monte Carlo sampling, MCMC algorithms

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2013
Language
en
Edition
2
Series
Wiley Series in Computational Statistics
Page amount
496 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781118555484
Printed ISBN
9780470533314

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