Alternative Strategies and Software
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.
KeywordsPermutation Test Bootstrap Method Empirical Likelihood Shift Function Robust Measure
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