Computational Statistics

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Synopsis

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.

Book details

Edition:
2
Series:
Wiley Series in Computational Statistics (Book 710)
Author:
Geof H. Givens, Jennifer A. Hoeting
ISBN:
9781118555484
Related ISBNs:
9781118555552, 9780470533314
Publisher:
Wiley
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2019-08-27
Usage restrictions:
Copyright
Copyright date:
2013
Copyright by:
John Wiley & Sons 
Adult content:
No
Language:
English
Categories:
Earth Sciences, Mathematics and Statistics, Nonfiction