Bayesian linear regression with error terms that have symmetric unimod al densities

DOI10.1080/10485259508832625zbMath1380.62128OpenAlexW2161666291MaRDI QIDQ3432418

Lawrence J. Brunner

Publication date: 16 April 2007

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

Full work available at URL: https://doi.org/10.1080/10485259508832625

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Bayesian inference (62F15)

Related Items (10)

Bayesian nonparametric inference for unimodal skew-symmetric distributions ⋮ Usage of a pair of \(\mathbf S\)-paths in Bayesian estimation of a unimodal density ⋮ Bayesian Semiparametric Modelling in Quantile Regression ⋮ Unnamed Item ⋮ Bayesian semiparametric inference for the accelerated failure‐time model ⋮ A Bayes method for a monotone hazard rate via \(S\)-paths ⋮ Nonparametric Bayesian modelling using skewed Dirichlet processes ⋮ On model selection in Bayesian regression ⋮ Bayesian semiparametric modeling and inference with mixtures of~symmetric distributions ⋮ A Bayesian semi-parametric approach to the ordinal calibration problem

Cites Work

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• On a class of Bayesian nonparametric estimates: I. Density estimates
• Bayes methods for a symmetric unimodal density and its mode
• A Bayesian nonparametric approach to reliability
• Bayesian nonparametric methods for data from a unimodal density
• A Bayesian analysis of some nonparametric problems
• Sampling-Based Approaches to Calculating Marginal Densities
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• A Robust Method for Multiple Linear Regression

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