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Multivariate Test based on the Multiple Testing Approach

Hong, Seung-Man;Park, Hyo-Il

  • Received : 2012.05.31
  • Accepted : 2012.09.13
  • Published : 2012.10.31

Abstract

In this study, we propose a new nonparametric test procedure for the multivariate data. In order to accommodate the generalized alternatives for the multivariate case, we construct test statistics via-values with some useful combining functions. Then we illustrate our procedure with an example and compare efficiency among the combining functions through a simulation study. Finally we discuss some interesting features related with the new nonparametric test as concluding remarks.

Keywords

Combining function;multivariate data;nonparametric test;permutation principle

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Acknowledgement

Supported by : Korea University