Cluster analysis, model selection, and prior distributions on models
From MaRDI portal
Publication:899044
DOI10.1214/14-BA869zbMath1327.62374MaRDI QIDQ899044
Elías Moreno, George Casella, Fco. Javier Girón
Publication date: 21 December 2015
Published in: Bayesian Analysis (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/euclid.ba/1409921108
consistencyBayesian model selectionstochastic searchproduct partition modelsintrinsic priorshierarchical models
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)
Related Items
Bayesian and frequentist evidence in one-sided hypothesis testing, A prior for record linkage based on allelic partitions, Cost-effectiveness analysis for heterogeneous samples, Bayesian transformation family selection: Moving toward a transformed Gaussian universe, Objective Bayesian model choice for non-nested families: the case of the Poisson and the negative binomial, Statistical Issues in Bayesian Meta-Analysis, A Bayesian cluster analysis of election results, Centered partition processes: informative priors for clustering (with discussion), Consistency of Bayes factors under hyper \(g\)-priors with growing model size
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Consistency of objective Bayes factors as the model dimension grows
- Bayesian regularization for normal mixture estimation and model-based clustering
- Consistency of Bayesian procedures for variable selection
- The formal definition of reference priors
- Product partition models for change point problems
- Weak convergence and optimal scaling of random walk Metropolis algorithms
- Intrinsic priors for model selection using an encompassing model with applications to censored failure time data.
- Estimation in Dirichlet random effects models
- Objective Bayesian methods for one-sided testing
- Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling
- The sampling theory of selectively neutral alleles
- A Bayesian Approach for Joint Modeling of Cluster Size and Subunit-Specific Outcomes
- The Intrinsic Bayes Factor for Model Selection and Prediction
- Density Estimation With Confidence Sets Exemplified by Superclusters and Voids in the Galaxies
- Clustering Using Objective Functions and Stochastic Search
- Bayesian Clustering of Transcription Factor Binding Motifs
- A semiparametric Bayesian model for randomised block designs
- Product Partition Models for Normal Means
- Practical Bayesian Density Estimation Using Mixtures of Normals
- Model-Based Clustering, Discriminant Analysis, and Density Estimation
- An Intrinsic Limiting Procedure for Model Selection and Hypotheses Testing
- Default Bayes Factors for Nonnested Hypothesis Testing
- Bayesian Clustering and Product Partition Models
- Assessing Robustness of Intrinsic Tests of Independence in Two-Way Contingency Tables
- Objective Testing Procedures in Linear Models: Calibration of the p‐values
