Follow
Cheng Li
Title
Cited by
Cited by
Year
Little's test of missing completely at random
C Li
The Stata Journal 13 (4), 795-809, 2013
5442013
Scalable Bayes via Barycenter in Wasserstein Space
S Srivastava, C Li, DB Dunson
Journal of Machine Learning Research 19 (8), 1-35, 2018
1702018
Simple, Scalable and Accurate Posterior Interval Estimation
C Li, S Srivastava, DB Dunson
Biometrika 104 (3), 665-680. arXiv:1605.04029., 2017
622017
Distributed Bayesian Inference in Massive Spatial Data
R Guhaniyogi, C Li, T Savitsky, S Srivastava
Statistical Science 38 (2), 262-284, arXiv:1712.09767., 2023
40*2023
On oracle property and asymptotic validity of Bayesian generalized method of moments
C Li, W Jiang
Journal of Multivariate Analysis 145, 132-147, 2016
23*2016
Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior
R Guhaniyogi, C Li, TD Savitsky, S Srivastava
Journal of Machine Learning Research 23 (84), 1-59, arXiv:2006.00783, 2022
202022
Interpretable biomanufacturing process risk and sensitivity analyses for quality-by-design and stability control
W Xie, B Wang, C Li, D Xie, J Auclair
Naval Research Logistics 69 (3), 461-483, arXiv:1909.04261, 2022
17*2022
On Posterior Consistency of Tail Index for Bayesian Kernel Mixture Models
C Li, L Lin, DB Dunson
Bernoulli 25 (3), 1999-2028, arXiv:1511.02775, 2019
13*2019
General oracle inequalities for Gibbs posterior with application to ranking
C Li, W Jiang, M Tanner
Conference on Learning Theory, 512-521, 2013
122013
Bayesian Fixed-domain Asymptotics for Covariance Parameters in a Gaussian Process Model
C Li
Annals of Statistics 50 (6), 3334-3363, arXiv:2010.02126, 2022
11*2022
A Nonparametric Bayesian Framework for Uncertainty Quantification in Stochastic Simulation
W Xie, C Li, Y Wu, P Zhang
SIAM/ASA Journal on Uncertainty Quantification 9 (4), 1527-1552, arXiv:1910 …, 2021
11*2021
A Factor-Based Bayesian Framework for Risk Analysis in Stochastic Simulations
W Xie, C Li, P Zhang
ACM Transactions on Modeling and Computer Simulation (TOMACS) 27, Article 27, 2017
82017
Rate analysis for offline simulation online application
S Gao, C Li, J Du
2019 Winter Simulation Conference (WSC), 3468-3479, 2019
62019
Quantifying statistical uncertainty for dependent input models with factor structure
W Xie, C Li, H Sun
Proceedings of the 2015 Winter Simulation Conference, 667-678, 2015
52015
On Bayesian Oracle Properties
W Jiang, C Li
Bayesian Analysis 14 (1), 235-260, arXiv:1507.05723, 2019
4*2019
General inequalities for Gibbs posterior with nonadditive empirical risk
C Li, W Jiang, MA Tanner
Econometric Theory 30 (6), 1247-1271, 2014
42014
Classification Trees for Imbalanced Data: Surface-to-Volume Regularization
Y Zhu, C Li, DB Dunson
Journal of the American Statistical Association 118 (543), 1707-1717, arXiv …, 2023
32023
Radial neighbors for provably accurate scalable approximations of Gaussian processes
Y Zhu, M Peruzzi, C Li, DB Dunson
arXiv:2211.14692, 2022
22022
A statistical approach to estimating adsorption-isotherm parameters in gradient-elution preparative liquid chromatography
J Su, Z Yao, C Li, Y Zhang
Annals of Applied Statistics 17 (4), 3476-3499, arXiv:2201.00958, 2023
12023
Fixed-domain posterior contraction rates for spatial Gaussian process model with nugget
C Li, S Sun, Y Zhu
Journal of the American Statistical Association, arXiv:2207.10239, 2023
12023
The system can't perform the operation now. Try again later.
Articles 1–20