Introduction To Robust Estimation And Hypothesis Testing

Provides an explanation of the foundation of robust methods, incorporating the R and S-Plus, robust ANOVA and regression. This book guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and also provides a brief background on the foundations of modern methods.

List of contents

Preface
1. Introduction
2. A Foundation for Robust Methods
3. Estimating Measures of Location and Scale
4. Confidence Intervals in the One-Sample Case
5. Comparing Two Groups
6. Some Multivariate Methods
7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups
9. Correlation and Tests of Independence
10. Robust Regression
11. More Regression Methods

Product details

• Authors: Rand R. Wilcox
• Publisher: Academic Press London
• Languages: English
• Product format: Hardback
• Released: 22.01.2005
• EAN: 9780127515427
• ISBN: 978-0-12-751542-7
• Dimensions: 155 mm x 232 mm x 30 mm
• Series: Statistical Modeling and Decision Science; Statistical Modeling and Decis; Statistical Modeling and Decision Science
• Subject: Natural sciences, medicine, IT, technology