A new flexible Bayesian hypothesis test for multivariate data

Computational methods for problems pertaining to statistics (62-08) Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Hypothesis testing in multivariate analysis (62H15) Analysis of variance and covariance (ANOVA) (62J10)

Cites Work

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Two-sample Bayesian nonparametric hypothesis testing
Parametric and nonparametric bootstrap methods for general MANOVA
Bayesian model search and multilevel inference for SNP association studies
On a class of Bayesian nonparametric estimates: I. Density estimates
Bayesian linear regression with sparse priors
Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests
Simultaneous statistical inference. 2nd ed
Ferguson distributions via Polya urn schemes
Bayesian nonparametric \(k\)-sample tests for censored and uncensored data
Bayesian nonparametric multiple testing
The dependent Dirichlet process and related models
A Bayesian nonparametric multiple testing procedure for comparing several treatments against a control
An exploration of aspects of Bayesian multiple testing
On the support of MacEachern's dependent Dirichlet processes and extensions
A distribution-free two-sample run test applicable to high-dimensional data
Coupling Optional Pólya Trees and the Two Sample Problem
Two-Sample Tests for Multivariate Distributions
Sampling-Based Approaches to Calculating Marginal Densities
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
Bayesian Variable Selection in Linear Regression
CERTAIN GENERALIZATIONS IN THE ANALYSIS OF VARIANCE
A Weighted Edge-Count Two-Sample Test for Multivariate and Object Data
Particle Markov Chain Monte Carlo Methods
Gibbs Sampling Methods for Stick-Breaking Priors
Bayesian Density Estimation and Inference Using Mixtures
Bootstrapping analogs of the one way MANOVA test
A nonparametric approach to high-dimensional k-sample comparison problems
Informed Proposals for Local MCMC in Discrete Spaces
A Bayesian Approach to Multiple Comparisons
An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency
An ANOVA Model for Dependent Random Measures
On a Test Whether Two Samples are from the Same Population
On a Heuristic Method of Test Construction and its use in Multivariate Analysis
Some New Test Criteria in Multivariate Analysis
Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models