Modeling with a large class of unimodal multivariate distributions

DOI10.1080/02664763.2017.1396296OpenAlexW2963111919MaRDI QIDQ5036452

Marina Silva Paez, Stephen G. Walker

Publication date: 23 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1506.07454

zbMATH Keywords

mixture modelsnonparametric Bayesian inferenceunimodal distributionmultivariate unimodality

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items

Biclustering via semiparametric Bayesian inference

Uses Software

• R
• UCI-ml
• Ox

Cites Work

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• Bayesian nonparametric inference for a multivariate copula function
• Slice sampling mixture models
• Univariate Bayesian nonparametric mixture modeling with unimodal kernels
• Bayes methods for a symmetric unimodal density and its mode
• Multivariate unimodality
• Hedonic housing prices and the demand for clean air
• A Bayesian analysis of some nonparametric problems
• The Integral of a Symmetric Unimodal Function over a Symmetric Convex Set and Some Probability Inequalities
• A Theorem on Convex Sets with Applications
• On Bayesian Modeling of Fat Tails and Skewness
• Unimodality and Dominance For Symmetric Random Vectors
• Random variate generation for multivariate unimodal densities
• Autoregressive Conditional Density Estimation
• Adaptive Rejection Sampling for Gibbs Sampling
• Bayesian Density Estimation and Inference Using Mixtures
• A generalized unimodality
• Symmetric Random Walk
• Flexible univariate continuous distributions