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Testing equality of correlation coefficients in two populations via permutation methods
- 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.
- Subjects :
- Statistics and Probability
Studentized range
Applied Mathematics
Behrens–Fisher problem
Pearson product-moment correlation coefficient
Test (assessment)
Correlation
Permutation
symbols.namesake
Exact test
Resampling
Statistics
symbols
Applied mathematics
Statistics, Probability and Uncertainty
Mathematics
Subjects
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