100 citations · 204 across the 32 of their papers we have counts for
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3 papers · 1 filter
stat.CO2013★ 6 cited
Bayesian nonparametric inference on the Stiefel manifold
Lizhen Lin, Vinayak Rao, David B. Dunson
The Stiefel manifold is the space of all orthonormal matrices, with the hypersphere and the space of all orthogonal matrices constituting special cases…
stat.ME2013★ 3 cited
Bayesian Monotone Regression using Gaussian Process Projection
Lizhen Lin, David B. Dunson
Shape constrained regression analysis has applications in dose-response modeling, environmental risk assessment, disease screening and many other areas. Incorporating the shape con…
math.ST2013★ 16 cited
Omnibus CLTs for Fréchet means and nonparametric inference on non-Euclidean spaces
Rabi Bhattacharya, Lizhen Lin
Two central limit theorems for sample Fréchet means are derived, both significant for nonparametric inference on non-Euclidean spaces. The first one, Theorem 2.2, encompasses and i…