On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models

Variational Bayes approach for model aggregation in unsupervised classification with Markovian dependency

(2012) Stevenn Volant et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Asymptotic normality and valid inference for Gaussian variational approximation

(2011) Peter Hall et al.   ANNALS OF STATISTICS

Variational Bayesian methods for spatial data analysis

(2011) Qian Ren et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Gaussian Variational Approximate Inference for Generalized Linear Mixed Models

(2011) J. T. Ormerod et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Explaining Variational Approximations

(2010) J. T. Ormerod et al.   AMERICAN STATISTICIAN

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY