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.
General
Imprint: |
Academic Press Inc
|
Country of origin: |
United States |
Series: |
Statistical Modeling and Decision Science |
Release date: |
February 2022 |
First published: |
2022 |
Authors: |
Rand R. Wilcox
|
Dimensions: |
235 x 191 x 36mm (L x W x T) |
Format: |
Paperback
|
Pages: |
928 |
Edition: |
5th edition |
ISBN-13: |
978-0-12-820098-8 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
|
LSN: |
0-12-820098-7 |
Barcode: |
9780128200988 |
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