On Bayesian estimation of regression models subject to uncertainty about functional constraints

DOI10.1016/j.jkss.2013.03.005zbMath1295.62025OpenAlexW2033334425MaRDI QIDQ395946

Taeryon Choi, Hea-Jung Kim

Publication date: 7 August 2014

Published in: Journal of the Korean Statistical Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jkss.2013.03.005

zbMATH Keywords

posterior distributionpredictive distributionfunctional constraintshierarchical priorsrectangle screened multivariate normal distribution

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Parametric inference under constraints (62F30) Bayesian inference (62F15) General nonlinear regression (62J02)

Related Items (6)

Bayesian estimation on semiparametric models with shape restricted B-splines ⋮ Bayesian factor analysis with uncertain functional constraints about factor loadings ⋮ A measure of uncertainty regarding the interval constraint of normal mean elicited by two stages of a prior hierarchy ⋮ Bayesian variable selection approach to a Bernstein polynomial regression model with stochastic constraints ⋮ A hierarchical Bayesian regression model for the uncertain functional constraint using screened scale mixtures of Gaussian distributions ⋮ Bayesian analysis of semiparametric Bernstein polynomial regression models for data with sample selection

Uses Software

• BayesX
• bnpmr

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