A Practitioner's Guide to Resampling for Data Analysis, Data Mining, and Modeling

By Philip Good

Book Overview

Resampling methods-techniques for repeatedly resampling data to obtain results-are being used in virtually every research area. This practical guide discusses the applications of these methods in a wide variety of subject areas. Each chapter contains a wealth of examples along with R and Stata code for implementing the techniques. Written by a leading authority in the field, the text covers estimation, two-sample and k-sample univariate, and multivariate comparisons of means and variances, sample size determination, categorical data analysis, multiple hypotheses, and model building.

• Format: Hardcover
• Language: English
• ISBN: 1439855501
• ISBN13: 9781439855508
• Release Date: August 2011
• Publisher: CRC Press
• Length: 224 Pages
• Weight: 1.20 lbs.
• Dimensions: 0.8" x 6.2" x 9.3"