Bayesian nonparametric multiple testing

DOI10.1016/j.csda.2016.02.016zbMath1466.62044OpenAlexW2295828065MaRDI QIDQ1659060

Y. Aharonov

Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2016.02.016

zbMATH Keywords

multiplicitydeconvolutionmixturesMCMCfalse discovery ratePolya tree mixture

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric hypothesis testing (62F03) Bayesian inference (62F15) Paired and multiple comparisons; multiple testing (62J15)

Related Items (10)

Bayesian local false discovery rate for sparse count data with application to the discovery of hotspots in protein domains ⋮ A Bayesian nonparametric testing procedure for paired samples ⋮ A class of general pretest estimators for the univariate normal mean ⋮ A Bayesian Nonparametric Test for Cross-Group Differences Relative to a Control ⋮ Model selection for maternal hypertensive disorders with symmetric hierarchical Dirichlet processes ⋮ A new flexible Bayesian hypothesis test for multivariate data ⋮ Variational nonparametric discriminant analysis ⋮ A high-dimensional spatial rank test for two-sample location problems ⋮ Supervised learning via smoothed Polya trees ⋮ A Bayesian nonparametric multiple testing procedure for comparing several treatments against a control

Uses Software

• mixfdr

Cites Work

• Unnamed Item
• Unnamed Item
• An empirical Bayes mixture method for effect size and false discovery rate estimation
• Polya trees and random distributions
• Some aspects of Pólya tree distributions for statistical modelling
• More aspects of Pólya tree distributions for statistical modelling
• Prior distributions on spaces of probability measures
• An exploration of aspects of Bayesian multiple testing
• Power-enhanced multiple decision functions controlling family-wise error and false discovery rates
• A nonparametric empirical Bayes framework for large-scale multiple testing
• Bayesian Analysis of Multiple Hypothesis Testing with Applications to Microarray Experiments
• Inference for Mixtures of Finite Polya Tree Models
• Beyond Parametrics in Interdisciplinary Research: Festschrift in Honor of Professor Pranab K. Sen
• Proportion of Non-Zero Normal Means: Universal Oracle Equivalences and Uniformly Consistent Estimators
• Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control
• A sharper Bonferroni procedure for multiple tests of significance
• Empirical Bayes Analysis of a Microarray Experiment
• A Bayesian Discovery Procedure
• A Direct Approach to False Discovery Rates
• Operating Characteristics and Extensions of the False Discovery Rate Procedure
• Multiple Testing of Composite Null Hypotheses in Heteroscedastic Models
• Estimating the Null and the Proportion of Nonnull Effects in Large-Scale Multiple Comparisons
• Rectangular Confidence Regions for the Means of Multivariate Normal Distributions
• A Bayesian Mixture Model for Differential Gene Expression
• An adaptive Metropolis algorithm
• Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models

This page was built for publication: Bayesian nonparametric multiple testing