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 |
Saved in:
Online Resource
Saved in favorites
Similar items by person
-
New nonparametric tests for testing homogeneity of scale parameters against umbrella alternative
Gaur, Anil, (2012)
-
Arora, Sangeeta, (2022)
-
Mahajan, Kalpana, (2012)
- More ...