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

DOI10.1080/00949655.2016.1269329OpenAlexW2561205533MaRDI QIDQ5106866

S. D. Khorate, Digambar T. Shirke

Publication date: 22 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2016.1269329

zbMATH Keywords

skew-Cauchy distributionskew-\(t\)permutation testdata depthHotelling \(T^2\) testmultivariate skewed distributions: skew-normal

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (4)

A test based on data depth for testing location-scale of the two multivariate populations ⋮ A Shewhart-type nonparametric multivariate depth-based control chart for monitoring location ⋮ Nonparametric tests for multivariate multi-sample locations based on data depth ⋮ Nonparametric control charts based on data depth for location parameter

Cites Work

• On a notion of data depth based on random simplices
• Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder)
• On distribution-free tests for the multivariate two-sample location-scale model
• General notions of statistical depth function.
• New nonparametric tests of multivariate locations and scales using data depth
• Nonparametric Tests for Homogeneity of Species Assemblages: A Data Depth Approach
• A Quality Index Based on Data Depth and Multivariate Rank Tests
• Power of depth-based nonparametric tests for multivariate locations
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