Introduction to Robust Estimation and Hypothesis Testing 5th Edition Rand R. Wilcox

Introduction to Robust Estimation and Hypothesis Testing 5th Edition Rand R. Wilcox – Ebook Instant Download/Delivery ISBN(s): 9780128200988,0128200987, 9780128200995, 0128200995

Product details:

• ISBN 10: 0128200995
• ISBN 13: 9780128200995
• 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 studies. Over 1700 R functions are included to support comprehension and practice.

• Includes the latest developments in robust regression
• Provides many new, improved and accessible R functions
• Offers comprehensive coverage of ANOVA and ANCOVA methods

Table contents:

1. Chapter 1: Introduction
2. Chapter 2: A Foundation for Robust Methods
3. Chapter 3: Estimating Measures of Location and Scale
4. Chapter 4: Inferences in the One-Sample Case
5. Chapter 5: Comparing Two Groups
6. Chapter 6: Some Multivariate Methods
7. Chapter 7: One-Way and Higher Designs for Independent Groups
8. Chapter 8: Comparing Multiple Dependent Groups
9. Chapter 9: Correlation and Tests of Independence
10. Chapter 10: Robust Regression
11. Chapter 11: More Regression Methods
12. Chapter 12: ANCOVA

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