Bayesian Missing Data Problems

DOI10.1201/9781420077506zbMath1216.62042OpenAlexW4232198769MaRDI QIDQ3648383

Kai Wang Ng, Ming T. Tan, Guo-Liang Tian

Publication date: 25 November 2009

Full work available at URL: https://doi.org/10.1201/9781420077506

zbMATH Keywords

Bayesian inferencedata augmentationmissing values

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Research exposition (monographs, survey articles) pertaining to statistics (62-02)

Related Items (13)

Bayesian Estimation for Bivariate Gamma Processes with Copula ⋮ Efficient algorithms for generating truncated multivariate normal distributions ⋮ Calibrated Bayes, for statistics in general, and missing data in particular ⋮ Discussion of ``Calibrated Bayes, for statistics in general, and missing data in particular by R. Little ⋮ A non-iterative sampling Bayesian method for linear mixed models with normal independent distributions ⋮ Bayesian spatial prediction of skew and censored data via a hybrid algorithm ⋮ A computational inverse method for identification of non-Gaussian random fields using the Bayesian approach in very high dimension ⋮ A non-iterative posterior sampling algorithm for linear quantile regression model ⋮ A complete characterization of bivariate densities using the conditional percentile function ⋮ An efficient Monte Carlo EM algorithm for Bayesian lasso ⋮ A non-iterative Bayesian sampling algorithm for censored Student-tlinear regression models ⋮ Bayesian analysis of multivariate t linear mixed models using a combination of IBF and Gibbs samplers ⋮ Valid properties of truncated Student-\(t\) regression model with applications in analysis of censored data

Uses Software

• R
• S-PLUS
• AS 257

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