Computational Statistics 2e

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.

Author: Geof H. Givens, Jennifer A. Hoeting
Binding Type: Hardcover
Publisher: Wiley
Published: 11/06/2012
Series: Wiley Computational Statistics
Pages: 496
Weight: 1.76lbs
Size: 9.30h x 6.30w x 1.10d
ISBN: 9780470533314
2nd Edition