A class of one sample tests based on the Mann-Whitney-Wilcoxon functional

作者:Amezziane Mohamed; Schmegner Claudia*
来源:Journal of Statistical Computation and Simulation, 2015, 85(3): 587-595.
DOI:10.1080/00949655.2013.830307

摘要

The main idea behind the proposed class of tests is rooted on an extension of the technique used in the derivation of the Mann-Whitney-Wilcoxon test. Just like the case of two-sample rank-based tests, the new class consists of tests defined through score functions. When properly selected, these score functions lead to consistent and often more powerful tests compared with classical goodness-of-fit tests. Theoretical results are supported by an extensive simulation study.

  • 出版日期2015-2-11

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