Introduction to Robust Estimation and Hypothesis Testing – Ebook PDF Instant Delivery – ISBN(s): 9780128200988,0128200987

Product details:

• ISBN-10 ‏ : ‎ 0128200987
• ISBN-13 ‏ : ‎ 978-0128200988
• Author: Rand R. Wilcox

Introduction to Robust Estimating and Hypothesis Testing, Fifth Edition is a useful ‘how-to’ on the application of robust methods utilizing easy-to-use software. This trusted resource provides an overview of modern robust methods, including improved techniques for dealing with outliers, skewed distribution curvature, and heteroscedasticity that can provide substantial gains in power. Coverage includes techniques for comparing groups and measuring effect size, current methods for comparing quantiles, and expanded regression methods for both parametric and nonparametric techniques. The practical importance of these varied methods is illustrated using data from real world.

Table contents:

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

12. ANCOVA

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