A nonparametric test for a two-sample scale problem based on subsample medians
A nonparametric test for the two-sample scale problem is proposed by considering the subsample medians of three observations. The proposed statistic has the advantage of not requiring the two distribution functions to have a common median, but rather requiring them to have any common quantile of order [alpha],0<=[alpha]<=1 (not necessarily 1/2), which is assumed to be known. Pitman efficiency considerations indicate that the proposed test performs well relative to tests already existing in the literature for heavy tailed distributions.
| Year of publication: |
2011
|
|---|---|
| Authors: | Mahajan, Kalpana K. ; Gaur, Anil ; Arora, Sangeeta |
| Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 81.2011, 8, p. 983-988
|
| Publisher: |
Elsevier |
| Keywords: | Asymptotic relative efficiency Test for scale Heavy tailed distributions |
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