Semiparametric Bayesian measurement error modeling

DOI10.1016/j.jmva.2009.11.004zbMath1181.62049OpenAlexW2010867785MaRDI QIDQ847408

María P. Casanova, Victor H. Salinas, Alexis Peña, Heleno Bolfarine, Pilar L. Iglesias

Publication date: 12 February 2010

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2009.11.004

zbMATH Keywords

Dirichlet processposterior distributionGibbs samplingclassical measurement error modelhierarchical elliptical model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Linear regression; mixed models (62J05) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40)

Related Items (3)

2021 International Statistical Institute Mahalanobis Award: A Tribute to Heleno Bolfarine ⋮ Robust linear functional mixed models ⋮ Nonparametric Mixtures Based on Skew-normal Distributions: An Application to Density Estimation

Cites Work

• A Bayesian analysis of some nonparametric problems
• Bayesian inference in spherical linear models: robustness and conjugate analysis
• Corrected score function for errors-in-variables models: Methodology and application to generalized linear models
• A semiparametric Bayesian model for randomised block designs
• Bayesian and Non-Bayesian Analysis of the Regression Model with Multivariate Student-t Error Terms
• Generalized linear models with unknown link functions
• Bayesian Analysis of Errors-in-Variables Regression Models
• A Bayesian semiparametric model for case-control studies with errors in variables
• Influential Observations in the Functional Measurement Error Model
• Measurement Error in Nonlinear Models
• Are There Two Regressions?
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