Introduction to Robust Estimation and Hypothesis Testing

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ISBN: 9780128200988
Author : Rand R. Wilcox
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5

Description

<i>Introduction to Robust Estimating and Hypothesis Testing, Fifth Edition</i> 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.

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