Random partition models with regression on covariates

DOI10.1016/j.jspi.2010.03.002zbMath1191.62073OpenAlexW2092379933WikidataQ37778735 ScholiaQ37778735MaRDI QIDQ984631

Peter Mueller, Fernando A. Quintana

Publication date: 20 July 2010

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc2914314

zbMATH Keywords

clusteringproduct partition modelnon-parametric Bayes

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10)

Related Items

A fully nonparametric modeling approach to binary regression, On a Class of Random Probability Measures with General Predictive Structure, Cluster‐Specific Variable Selection for Product Partition Models, Mixture Models With a Prior on the Number of Components, A Predictive Study of Dirichlet Process Mixture Models for Curve Fitting, Nonparametric Bayesian inference in applications, Cross-study replicability in cluster analysis, Covariate dependent beta-GoS process, Bayesian Nonparametric Modeling of Conditional Multidimensional Dependence Structures, Adaptive-modal Bayesian nonparametric regression, Hierarchical species sampling models, Hierarchical Normalized Completely Random Measures to Cluster Grouped Data, Theory and computations for the Dirichlet process and related models: an overview, Bayesian subgroup analysis in regression using mixture models, Species Sampling Priors for Modeling Dependence: An Application to the Detection of Chromosomal Aberrations, Neuronal Spike Train Analysis Using Gaussian Process Models, Spatial Species Sampling and Product Partition Models, Generalized Species Sampling Priors With Latent Beta Reinforcements, Bayesian Nonparametric Modeling for Multivariate Ordinal Regression, The dependent Dirichlet process and related models, Random partition models and complementary clustering of Anglo-Saxon place-names

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
• A predictive view of Bayesian clustering
• A Bayesian analysis of some nonparametric problems
• Nonparametric Bayes Conditional Distribution Modeling With Variable Selection
• Kernel stick-breaking processes
• Bayesian curve fitting using multivariate normal mixtures
• Detecting Features in Spatial Point Processes with Clutter via Model-Based Clustering
• A Bayesian Analysis for Change Point Problems
• Bayesian Density Regression
• Order-Based Dependent Dirichlet Processes
• A stochastic partitioning method to associate high-dimensional responses and covariates