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Introduction to Robust Estimation and Hypothesis Testing
ID: 173278
Rand Wilcox
This revised book provides an ANOVA (Analysis of Variance) and regression robust methods on the R and S-Plus. It guides the students and other professionals in the context of the future. Author Rand Wilcox includes a series of exercises and exercises in different situations.
Introduction to Robust Estimation and Hypothesis Testing, Second Edition, on the basis of variables and groups.
* Covers the latest developments in robust regression
* Covers latest improvements in ANOVA
* Includes newest rank-based methods
* Describes and illustrated easy to use software
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
Introduction to Robust Estimation and Hypothesis Testing, Second Edition, on the basis of variables and groups.
* Covers the latest developments in robust regression
* Covers latest improvements in ANOVA
* Includes newest rank-based methods
* Describes and illustrated easy to use software
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
173278
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Rand Wilcox