Fisher Exact Scanning for Dependency

DOI10.1080/01621459.2017.1397522zbMath1478.62132arXiv1608.07885OpenAlexW2963121232MaRDI QIDQ5229908

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Publication date: 19 August 2019

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1608.07885

zbMATH Keywords

multiple testingtest of independencemassive datascalable inferencemulti-scale scanning

Mathematics Subject Classification ID

Hypothesis testing in multivariate analysis (62H15) Contingency tables (62H17)

Related Items (7)

Distribution-Free Consistent Independence Tests via Center-Outward Ranks and Signs ⋮ Comments on “A Gibbs Sampler for a Class of Random Convex Polytopes” ⋮ The Binary Expansion Randomized Ensemble Test ⋮ Bayesian nonparametric test for independence between random vectors ⋮ Nonparametric Scanning Tests of Homogeneity for Hierarchical Models with Continuous Covariates ⋮ BET on Independence ⋮ A new framework for distance and kernel-based metrics in high dimensions

Uses Software

• FEXACT

Cites Work

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• Measuring and testing dependence by correlation of distances
• ALGORITHM 643
• Detecting Novel Associations in Large Data Sets
• Brownian distance covariance
• Adaptive shrinkage in Pólya tree type models
• A Bayesian nonparametric approach to testing for dependence between random variables
• Multiscale likelihood analysis and complexity penalized estimation.
• Optimal and fast detection of spatial clusters with scan statistics
• Equitability, mutual information, and the maximal information coefficient
• BET on Independence
• Generalized R-squared for detecting dependence
• A consistent multivariate test of association based on ranks of distances
• THE COMBINATION OF PROBABILITIES ARISING FROM DATA IN DISCRETE DISTRIBUTIONS
• A Non-Parametric Test of Independence

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