Introduction to Robust Estimation and Hypothesis Testing

Name: Introduction to Robust Estimation and Hypothesis Testing
Brand: Elsevier US
Price: 221.75 AUD
Availability: BackOrder

5th edition

By: Rand R. Wilcox

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Paperback | 24 November 2021 | Edition Number 5

At a Glance

Paperback
928 Pages

Dimensions(cm)
19.3 x 23.6 x 3.6

Paperback

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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 as well as a deeper, more accurate and more nuanced understanding of data.

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, and over 1700 R functions are included to support reader comprehension and practice.

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