| The ECME algorithm: a simple extension of EM and ECM with faster monotone convergence C Liu, DB Rubin Biometrika 81 (4), 633-648, 1994 | 801 | 1994 |
| Parameter expansion to accelerate EM: the PX-EM algorithm C Liu, DB Rubin, YN Wu Biometrika, 755-770, 1998 | 558 | 1998 |
| ML estimation of the t distribution using EM and its extensions, ECM and ECME C Liu, DB Rubin Statistica sinica, 19-39, 1995 | 552 | 1995 |
| Efficient Algorithms for Robust Estimation in Linear Mixed-Effects Models Using the Multivariate t Distribution JC Pinheiro, C Liu, YN Wu Journal of Computational and Graphical Statistics 10 (2), 249-276, 2001 | 421 | 2001 |
| Advanced Markov chain Monte Carlo methods: learning from past samples F Liang, C Liu, R Carroll John Wiley & Sons, 2011 | 393 | 2011 |
| Stochastic approximation in Monte Carlo computation F Liang, C Liu, RJ Carroll Journal of the American Statistical Association 102 (477), 305-320, 2007 | 303 | 2007 |
| Not asked and not answered: Multiple imputation for multiple surveys A Gelman, G King, C Liu Journal of the American Statistical Association 93 (443), 846-857, 1998 | 202 | 1998 |
| Robit regression: a simple robust alternative to logistic and probit regression C Liu Applied Bayesian Modeling and Casual Inference from Incomplete-Data …, 2004 | 192 | 2004 |
| Inferential models: A framework for prior-free posterior probabilistic inference R Martin, C Liu Journal of the American Statistical Association 108 (501), 301-313, 2013 | 188 | 2013 |
| Multiple imputation for multivariate data with missing and below‐threshold measurements: time‐series concentrations of pollutants in the Arctic PK Hopke, C Liu, DB Rubin Biometrics 57 (1), 22-33, 2001 | 176 | 2001 |
| Inferential models: reasoning with uncertainty R Martin, C Liu CRC Press, 2015 | 151 | 2015 |
| Bayesian robust multivariate linear regression with incomplete data C Liu Journal of the American Statistical Association 91 (435), 1219-1227, 1996 | 131 | 1996 |
| ML Estimation of the MultivariatetDistribution and the EM Algorithm C Liu Journal of Multivariate Analysis 63 (2), 296-312, 1997 | 105 | 1997 |
| Missing data imputation using the multivariate t distribution C Liu Journal of multivariate analysis 53 (1), 139-158, 1995 | 102 | 1995 |
| Geographic variation of procedure utilization: a hierarchical model approach C Gatsonis, SL Normand, C Liu, C Morris Medical Care 31 (5), YS54-YS59, 1993 | 87 | 1993 |
| Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data C Liu, DB Rubin Biometrika 85 (3), 673-688, 1998 | 80 | 1998 |
| Marginal inferential models: prior-free probabilistic inference on interest parameters R Martin, C Liu Journal of the American Statistical Association 110 (512), 1621-1631, 2015 | 78 | 2015 |
| Conditional inferential models: combining information for prior-free probabilistic inference R Martin, C Liu Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015 | 76 | 2015 |
| Adaptive thresholds: Monitoring streams of network counts D Lambert, C Liu Journal of the American Statistical Association 101 (473), 78-88, 2006 | 75 | 2006 |
| Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data C Liu, DB Rubin Statistica Sinica, 729-747, 1998 | 67 | 1998 |