59 citations · 439 across the 69 of their papers we have counts for
Showing 2012 · stat.COShow all
3 papers · 2 filters
stat.CO2012★ 4 cited
Approximate Bayesian Computation via Regression Density Estimation
Y. Fan, D. J. Nott, S. A. Sisson
Approximate Bayesian computation (ABC) methods, which are applicable when the likelihood is difficult or impossible to calculate, are an active topic of current research. Most curr…
stat.CO2012★ 36 cited
Variational Inference for Generalized Linear Mixed Models Using Partially Noncentered Parametrizations
Linda S. L. Tan, David J. Nott
The effects of different parametrizations on the convergence of Bayesian computational algorithms for hierarchical models are well explored. Techniques such as centering, noncenter…
stat.CO2012
Discussions on Fernhead and Prangle (2012)
D. J. Nott, Y. Fan, S. A. Sisson
Two contributions to the discussion of Fearnhead P. and D. Prangle (2012). Constructing summary statistics for approximate Bayesian computation: Semi-automatic approx- imate Bayesi…