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发表于 2018-5-2 20:26:36 |只看该作者 |倒序浏览
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题名: Introduction to Robust Estimation and Hypothesis Testing (4th edition)
作者: Rand Wilcox
出版社: Academic Press
出版日期: October 3, 2016
ISBN: 9780128047330
附属页: 齐全
书签:
格式: 清晰PDF
内容简介: Introduction to Robust Estimating and Hypothesis Testing, 4th Editon, is a ‘how-to’ on the application of robust methods using available software. Modern robust methods provide 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. Since the last edition, there have been numerous advances and improvements. They include new techniques for comparing groups and measuring effect size as well as new methods for comparing quantiles. Many new regression methods have been added that include both parametric and nonparametric techniques. The methods related to ANCOVA have been expanded considerably. New perspectives related to discrete distributions with a relatively small sample space are described as well as new results relevant to the shift function. The practical importance of these methods is illustrated using data from real world studies. The R package written for this book now contains over 1200 functions.
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