6 citations · 10 across the 6 of their papers we have counts for
Showing 2013 · stat.MEShow all
2 papers · 2 filters
stat.ME2013
High-Dimensional Bayesian Inference in Nonparametric Additive Models
Zuofeng Shang, Ping Li
A fully Bayesian approach is proposed for ultrahigh-dimensional nonparametric additive models in which the number of additive components may be larger than the sample size, though…
stat.ME2013★ 2 cited
Bayesian Ultrahigh-Dimensional Screening Via MCMC
Zuofeng Shang, Ping Li
We explore the theoretical and numerical property of a fully Bayesian model selection method in sparse ultrahigh-dimensional settings, i.e., , where is the number of co…