100 citations · 204 across the 32 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
math.ST2015
On Posterior Consistency of Tail Index for Bayesian Kernel Mixture Models
Cheng Li, Lizhen Lin, David B. Dunson
Asymptotic theory of tail index estimation has been studied extensively in the frequentist literature on extreme values, but rarely in the Bayesian context. We investigate whether…
math.ST2015
Extrinsic local regression on manifold-valued data
Lizhen Lin, Brian St. Thomas, Hongtu Zhu +1
We propose an extrinsic regression framework for modeling data with manifold valued responses and Euclidean predictors. Regression with manifold responses has wide applications in…