An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency

DOI10.1111/j.1467-9868.2005.00513.xzbMath1095.62053OpenAlexW2132138475MaRDI QIDQ5473052

Publication date: 19 June 2006

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9868.2005.00513.x

zbMATH Keywords

combinatorial optimization distribution-free test rank test occupancy distribution non-bipartite matching

Mathematics Subject Classification ID

Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).

Related Items (57)

Distribution-Free Multisample Tests Based on Optimal Matchings With Applications to Single Cell Genomics ⋮ A robust and nonparametric two-sample test in high dimensions ⋮ Consistent Screening Procedures in High-dimensional Binary Classification ⋮ Graph-based two-sample tests for data with repeated observations ⋮ Multivariate ranks and quantiles using optimal transport: consistency, rates and nonparametric testing ⋮ Some clustering-based exact distribution-free \(k\)-sample tests applicable to high dimension, low sample size data ⋮ Log-Rank-Type Tests for Equality of Distributions in High-Dimensional Spaces ⋮ Testing for genetic mutation of seasonal influenza virus ⋮ A Bayesian nonparametric multi-sample test in any dimension ⋮ A Weighted Edge-Count Two-Sample Test for Multivariate and Object Data ⋮ Using space filling curves to compare two multivariate distributions with distribution-free tests ⋮ Graph-theoretic multisample tests of equality in distribution for high dimensional data ⋮ Classification accuracy as a proxy for two-sample testing ⋮ Computing Critical Values of Exact Tests by Incorporating Monte Carlo Simulations Combined with Statistical Tables ⋮ A nonparametric two-sample test applicable to high dimensional data ⋮ High dimensional two-sample test based on the inter-point distance ⋮ Evaluating and improving a matched comparison of antidepressants and bone density ⋮ Graphical Comparison of High‐Dimensional Distributions ⋮ New multivariate tests for assessing covariate balance in matched observational studies ⋮ Interpoint Distance Test of Homogeneity for Multivariate Mixture Models ⋮ Nonparametric multivariate rank tests and their unbiasedness ⋮ Testing Biased Randomization Assumptions and Quantifying Imperfect Matching and Residual Confounding in Matched Observational Studies ⋮ Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation ⋮ EuMMD: efficiently computing the MMD two-sample test statistic for univariate data ⋮ Resampling approach for cluster model selection ⋮ A Bayesian Nonparametric Test for Cross-Group Differences Relative to a Control ⋮ Distribution-free high-dimensional two-sample tests based on discriminating hyperplanes ⋮ Using predictability to improve matching of urban locations in Philadelphia ⋮ Complex discontinuity designs using covariates: impact of school grade retention on later life outcomes in Chile ⋮ A new flexible Bayesian hypothesis test for multivariate data ⋮ Limiting distributions of graph-based test statistics on sparse and dense graphs ⋮ Testing homogeneity in high dimensional data through random projections ⋮ Inference for Empirical Wasserstein Distances on Finite Spaces ⋮ Testing the equality of the laws of two strictly stationary processes ⋮ On the interpoint distances of Bernoulli vectors ⋮ Asymptotic distribution and detection thresholds for two-sample tests based on geometric graphs ⋮ Depth functions as measures of representativeness ⋮ Multivariate power series interpoint distances ⋮ Unified multivariate hypergeometric interpoint distances ⋮ An Efficient Method to Determine the Degree of Overlap of Two Multivariate Distributions ⋮ Comparing partitions of two sets of units based on the same variables ⋮ Adolescents, cognitive ability, and minimax play ⋮ A new multivariat two-sample test using regular minimum-weight spanning subgraphs ⋮ Remember the curse of dimensionality: the case of goodness-of-fit testing in arbitrary dimension ⋮ Ensemble Subsampling for Imbalanced Multivariate Two-Sample Tests ⋮ Contrasting Evidence Within and Between Institutions That Provide Treatment in an Observational Study of Alternate Forms of Anesthesia ⋮ Robust multivariate nonparametric tests via projection averaging ⋮ The classification permutation test: a flexible approach to testing for covariate imbalance in observational studies ⋮ A nearest-neighbor based nonparametric test for viral remodeling in heterogeneous single-cell proteomic data ⋮ Hybrid Wasserstein distance and fast distribution clustering ⋮ Model-free two-sample test for network-valued data ⋮ On high dimensional two-sample tests based on nearest neighbors ⋮ On some graph-based two-sample tests for high dimension, low sample size data ⋮ A new statistical depth function with applications to multimodal data ⋮ Two-sample tests for multivariate repeated measurements of histogram objects with applications to wearable device data ⋮ Graph-based change-point detection ⋮ On the consistency of the crossmatch test

Cites Work

This page was built for publication: An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency