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Alternative Strategies and Software

  • Rand R. Wilcox
Chapter

Abstract

Space limitations prohibit a comprehensive discussion of the many statistical methods that are related to the techniques covered in previous chapters. However, a brief description of some of these alternative methods, as well as comments about them, should be made. One general issue is the role of so-called ranked-based or nonparametric methods for comparing groups and performing regression. Such methods are commonly recommended for dealing with nonnormality, so it is important to compare and contrast them with methods based on robust measures of location. Permutation tests are yet another method sometimes recommended for dealing with nonnormality as are empirical likelihood methods. Another important issue is extending methods for comparing groups to more complicated experimental designs. Finally, some comments about software should be made.

Keywords

Permutation Test Bootstrap Method Empirical Likelihood Shift Function Robust Measure 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  1. 1.Department of PsychologyUniversity of Southern California College of Letters, Arts & SciencesLos AngelesUSA

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