Simulating conditionally specified models

DOI10.1016/j.jmva.2018.04.012zbMath1490.62018OpenAlexW2801574240WikidataQ129897705 ScholiaQ129897705MaRDI QIDQ1661341

Yuchung J. Wang, Kun-Lin Kuo

Publication date: 16 August 2018

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

Full work available at URL: https://doi.org/10.1016/j.jmva.2018.04.012

zbMATH Keywords

multiple imputationfaster convergencedependence networknon-full conditional specificationpartially collapsed Gibbs samplervalid scan order

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Monte Carlo methods (65C05) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• MICE

Cites Work

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• 10.1162/153244301753344614
• Partially Collapsed Gibbs Sampling for Linear Mixed-effects Models
• Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review
• Partially Collapsed Gibbs Samplers
• Parameterization and Bayesian Modeling

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