Theory of Gaussian variational approximation for a Poisson mixed model

By Peter Hall, John Thomas Ormerod, Matt P. Wand. 2011

64 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. David M. Blei
2. Alp Kucukelbir
3. Jon D. McAuliffe
4. Matt P. Wand
5. Peter Hall
6. Yoshua Bengio
7. Francis R. Bach
8. Dustin Tran

Citations in the corpus

• Variational Inference: A Review for Statisticians (2016, background): “Hall, Ormerod, and Wand (2011a) and Hall et al. (2011b) examined a simple Poisson mixed-effects model, one with a single predictor and a random intercept.”
• A variational Bayes approach to variable selection (2017, methodology): “Furthermore, variational approximation has been shown to be useful in frequentist settings (Hall et al., 2011a,b).”
• ASYMPTOTIC NORMALITY AND VALID INFERENCE FOR GAUSSIAN VARIATIONAL APPROXIMATION (2011, methodology): “The model treated here is also treated in [7], but there attention is confined to bounds and rates of convergence.”