A Guide to Robust Statistical Methods (eBook, PDF)
Rand R. Wilcox
eBook, PDF

A Guide to Robust Statistical Methods (eBook, PDF)

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Robust statistical methods are now being used in a wide range of disciplines. The appeal of these methods is that they are designed to perform about as well as classic techniques when standard assumptions are true-but they continue to perform well in situations where classic methods perform poorly.This book provides a relatively non-technical guide to modern methods. The focus is on applying modern methods using R, understanding when and why classic methods can be unsatisfactory, and fostering a conceptual understanding of the relative merits of different techniques. A recurring theme is that ...

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