Introduction to Robust Estimation and Hypothesis Testing
Book Details
Format
Paperback / Softback
ISBN-10
0128200987
ISBN-13
9780128200988
Publisher
Elsevier Science Publishing Co Inc
Imprint
Academic Press Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Feb 15th, 2022
Print length
928 Pages
Weight
1,418 grams
Dimensions
19.30 x 23.60 x 3.60 cms
Product Classification:
Probability & statistics
Ksh 17,900.00
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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. 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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