12 citations · 12 across the 3 of their papers we have counts for
3 papers
stat.AP2015
Bayesian model selection on linear mixed-effects models for comparisons between multiple treatments and a control
Lei Gong, James M. Flegal, Stephen R. Spindler +1
We propose a novel Bayesian model selection technique on linear mixed-effects models to compare multiple treatments with a control. A fully Bayesian approach is implemented to esti…
stat.CO2014
A practical sequential stopping rule for high-dimensional MCMC and its application to spatial-temporal Bayesian models
Lei Gong, James M. Flegal
A current challenge for many Bayesian analyses is determining when to terminate high-dimensional Markov chain Monte Carlo simulations. To this end, we propose using an automated se…
math.ST2013★ 12 cited
Relative fixed-width stopping rules for Markov chain Monte Carlo simulations
James M. Flegal, Lei Gong
Markov chain Monte Carlo (MCMC) simulations are commonly employed for estimating features of a target distribution, particularly for Bayesian inference. A fundamental challenge is…