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   Articles with "nonparametric tests" as a keyword



Power comparison of data depth-based nonparametric tests for testing equality of locations

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recommendations! 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
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Two new classes of nonparametric tests for scale parameters

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recommendations! 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 equality of two treatments for continuous responses under the standard two-period crossover design

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recommendations! Published in 2025 at "Journal of Applied Statistics"

DOI: 10.1080/02664763.2025.2505625

Abstract: Nonparametric tests are developed to analyse the effects of two treatments in the standard two-period crossover design for continuous responses. Instead of comparing responses for each period separately, simultaneous comparisons of treatment responses, available over… read more here.

Keywords: standard two; nonparametric tests; two treatments; two period ... See more keywords

A class of nonparametric tests for the two-sample problem based on order statistics

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recommendations! Published in 2024 at "Journal of Nonparametric Statistics"

DOI: 10.1080/10485252.2024.2376089

Abstract: In this paper, a new class of distribution-free statistics based on order statistics from two independent samples is introduced to test the equality of two continuous distributions. The null distributions are obtained, and the symmetry… read more here.

Keywords: based order; nonparametric tests; sample; class ... See more keywords

Nonparametric Tests for Multivariate Association

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recommendations! Published in 2022 at "Symmetry"

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