A new nonparametric test for the equality of two populations is proposed. The test is a generalization of the Girone-Cifarelli test (see Girone (1964) and Cifarelli (1974, 1975)) which has been shown to be occasionally more powerful than other nonparametric tests, such as the Kolmogorov-Smirnov test. The test is based on a measure of dissimilarity between the sequences of ranks corresponding to the samples drawn from the two populations. The test can be adapted to verify the hypothesis of equality against one-sided and two-sided alternatives. Exact and asymptotic critical values of the test are provided. The asymptotic distribution of the test-statistic under H_0 shows an interesting link with brownian motion in [0,1].
Borroni, C. (2001). Some notes about nonparametric tests for the equality of two populations. TEST, 10(1), 147-159 [10.1007/BF02595829].
|Citazione:||Borroni, C. (2001). Some notes about nonparametric tests for the equality of two populations. TEST, 10(1), 147-159 [10.1007/BF02595829].|
|Tipo:||Articolo in rivista - Articolo scientifico|
|Carattere della pubblicazione:||Scientifica|
|Titolo:||Some notes about nonparametric tests for the equality of two populations|
|Data di pubblicazione:||2001|
|Digital Object Identifier (DOI):||http://dx.doi.org/10.1007/BF02595829|
|Appare nelle tipologie:||01 - Articolo su rivista|