58 citations · 132 across the 6 of their papers we have counts for
Showing math.STShow all
3 papers · 1 filter
math.ST2012
Asymptotically optimal nonparametric empirical Bayes via predictive recursion
Ryan Martin
An empirical Bayes problem has an unknown prior to be estimated from data. The predictive recursion (PR) algorithm provides fast nonparametric estimation of mixing distributions an…
math.ST2012★ 5 cited
On convergence rates of Bayesian predictive densities and posterior distributions
Ryan Martin, Liang Hong
Frequentist-style large-sample properties of Bayesian posterior distributions, such as consistency and convergence rates, are important considerations in nonparametric problems. In…
math.ST2009★ 36 cited
Consistency of a recursive estimate of mixing distributions
Surya T. Tokdar, Ryan Martin, Jayanta K. Ghosh
Mixture models have received considerable attention recently and Newton [Sankhyā Ser. A 64 (2002) 306--322] proposed a fast recursive algorithm for estimating a mixing distribution…