Scalable Bayesian nonparametric measures for exploring pairwise dependence via Dirichlet process mixtures

DOI10.1214/16-EJS1171zbMath1358.62058arXiv1604.08085OpenAlexW2964051916WikidataQ55021951 ScholiaQ55021951MaRDI QIDQ502809

Luis E. Nieto-Barajas, Sarah Filippi, Christopher C. Holmes

Publication date: 11 January 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1604.08085

zbMATH Keywords

mutual informationhypothesis testingmixture modelcontingency tabledependence measureBayes nonparametricsDirichlet process mixtures

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Measures of association (correlation, canonical correlation, etc.) (62H20) Bayesian inference (62F15) Contingency tables (62H17)

Related Items (5)

Bayesian Kernel Two-Sample Testing ⋮ A Bayesian nonparametric testing procedure for paired samples ⋮ A test for independence via Bayesian nonparametric estimation of mutual information ⋮ Bayesian nonparametric test for independence between random vectors ⋮ A Bayesian semiparametric Archimedean copula

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