Power comparison of data depth-based nonparametric tests for testing equality of locations
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2016.1269329
Abstract: ABSTRACT In the recent years, the notion of data depth has been used in nonparametric multivariate data analysis since it gives natural ‘centre-outward’ ordering of multivariate data points with respect to the given data cloud.… read more here.
Keywords: testing equality; data depth; nonparametric tests; equality locations ... See more keywords
Two new classes of nonparametric tests for scale parameters
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1797029
Abstract: Testing of homogeneity of populations is a very useful phenomenon in several fields. After knowing that the two populations have the same variability or not, public/private sector organizations can execute their plans accordingly. In this… read more here.
Keywords: nonparametric tests; scale parameters; two new; classes nonparametric ... See more keywords
Nonparametric Tests for Multivariate Association
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DOI: 10.3390/sym14061112
Abstract: Testing the existence of association between a multivariate response and predictors is an important statistical problem. In this paper, we present nonparametric procedures that make no specific distributional, regression function, and covariance matrix assumptions. Our… read more here.
Keywords: tests multivariate; nonparametric tests; test; multivariate association ... See more keywords