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Testing equality of correlation coefficients in two populations via permutation methods

Authors :
Marek Omelka
Markus Pauly
Source :
Journal of Statistical Planning and Inference. 142:1396-1406
Publication Year :
2012
Publisher :
Elsevier BV, 2012.

Abstract

The present paper investigates the asymptotic behaviour of a studentized permutation test for testing equality of (Pearson) correlation coefficients in two populations. It is shown that this test is asymptotically of exact level and has the same power for contiguous alternatives as the corresponding asymptotic test. As a by-product we specify the assumptions needed for the validity of the permutation test suggested in Sakaori (2002) . A small simulation study compares the finite sample properties of the considered tests.

Details

ISSN :
03783758
Volume :
142
Database :
OpenAIRE
Journal :
Journal of Statistical Planning and Inference
Accession number :
edsair.doi...........e91d5587c6970f4e3b6f4fd885c200aa
Full Text :
https://doi.org/10.1016/j.jspi.2011.12.018