Bayesian adjustment for unidirectional misclassification in ordinal covariates

DOI10.1080/00949655.2017.1370649OpenAlexW2751468770MaRDI QIDQ5107011

Michelle Xia, Liangrui Sun, Philip G. Jones, Yuanyuan Tang

Publication date: 22 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2017.1370649

zbMATH Keywords

Markov chain Monte CarloBayesian inferencecovariate misclassificationunidirectional misclassification

Mathematics Subject Classification ID

Bayesian inference (62F15)

Related Items (2)

Multivariate Poisson model adjusting for unidirectional covariate misrepresentation ⋮ FREQUENTIST INFERENCE IN INSURANCE RATEMAKING MODELS ADJUSTING FOR MISREPRESENTATION

Uses Software

• WinBUGS

Cites Work

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• On the impact of misclassification in an ordinal exposure variable
• Confidence intervals for a binomial parameter based on binary data subject to false-positive misclassification
• Consistency of maximum likelihood and Bayes estimates
• Divergence-based confidence intervals in false-positive misclassification model
• Measurement Error
• A General Method for Dealing with Misclassification in Regression: The Misclassification SIMEX
• Bayesian regression models adjusting for unidirectional covariate misclassification
• On the Effect of Misclassification on Bias of Perfectly Measured Covariates in Regression

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