Introduction to Robust Estimation and Hypothesis Testing （2ND）

Wilcox, Rand R.

Academic Pr（2004/12発売）

• 製本 Hardcover:ハードカバー版／ページ数 588 p.
• 言語 ENG
• 商品コード 9780127515427
• DDC分類 519.544

Full Description

This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations.Introduction to Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables.

Contents

Preface1. Introduction2. A Foundation for Robust Methods3. Estimating Measures of Location and Scale4. Confidence Intervals in the One-Sample Case5. Comparing Two Groups6. Some Multivariate Methods7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups9. Correlation and Tests of Independence10. Robust Regression11. More Regression Methods