On the consistency of the crossmatch test

DOI10.1016/j.jspi.2015.10.003zbMath1334.62088arXiv1509.05790OpenAlexW2963177005MaRDI QIDQ254229

Ery Arias-Castro, Bruno Pelletier

Publication date: 8 March 2016

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1509.05790

zbMATH Keywords

consistencycrossmatch testgoodness-of-fit testing in arbitrary dimensionsgraph-based tests

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20) Hypothesis testing in multivariate analysis (62H15)

Related Items (5)

Distribution-Free Multisample Tests Based on Optimal Matchings With Applications to Single Cell Genomics ⋮ Testing for genetic mutation of seasonal influenza virus ⋮ Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation ⋮ Asymptotic distribution and detection thresholds for two-sample tests based on geometric graphs ⋮ An Efficient Method to Determine the Degree of Overlap of Two Multivariate Distributions

Cites Work

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• Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests
• Asymptotics for Euclidean minimal spanning trees on random points
• On the multivariate runs test
• Probabilistic Analysis of a Greedy Heuristic for Euclidean Matching
• Multivariate Two-Sample Tests Based on Nearest Neighbors
• Permutation tests for equality of distributions in high-dimensional settings
• Sensitivity Analysis for the Cross-Match Test, With Applications in Genomics
• Testing Closeness of Discrete Distributions
• An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency

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