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Computational Statistics 2e
Contributor(s): Givens, Geof H. (Author), Hoeting, Jennifer A. (Author)
ISBN: 0470533315     ISBN-13: 9780470533314
Publisher: Wiley
OUR PRICE:   $135.80  
Product Type: Hardcover - Other Formats
Published: November 2012
Qty:
Additional Information
BISAC Categories:
- Mathematics | Probability & Statistics - Multivariate Analysis
- Mathematics | Graphic Methods
- Science | Physics - Mathematical & Computational
Dewey: 519.5
LCCN: 2012017381
Series: Wiley Series in Computational Statistics
Physical Information: 1.1" H x 6.3" W x 9.3" (1.76 lbs) 496 pages
 
Descriptions, Reviews, Etc.
Publisher Description:

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.