Chuanhai Liu
Chuanhai Liu
Professor of Statistics, Purdue University
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The ECME algorithm: a simple extension of EM and ECM with faster monotone convergence
C Liu, DB Rubin
Biometrika 81 (4), 633-648, 1994
Parameter expansion to accelerate EM: the PX-EM algorithm
C Liu, DB Rubin, YN Wu
Biometrika 85 (4), 755-770, 1998
ML estimation of the t distribution using EM and its extensions, ECM and ECME
C Liu, DB Rubin
Statistica Sinica, 19-39, 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
Advanced Markov chain Monte Carlo methods: learning from past samples
F Liang, C Liu, R Carroll
John Wiley & Sons, 2011
Stochastic approximation in Monte Carlo computation
F Liang, C Liu, RJ Carroll
Journal of the American Statistical Association 102 (477), 305-320, 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
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
Robit regression: a simple robust alternative to logistic and probit regression
C Liu
Applied Bayesian Modeling and Casual Inference from Incomplete-Data …, 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
Bayesian robust multivariate linear regression with incomplete data
C Liu
Journal of the American Statistical Association 91 (435), 1219-1227, 1996
Dempster–Shafer theory and statistical inference with weak beliefs
R Martin, J Zhang, C Liu
Statistical Science 25 (1), 72-87, 2010
ML Estimation of the MultivariatetDistribution and the EM Algorithm
C Liu
Journal of Multivariate Analysis 63 (2), 296-312, 1997
Missing data imputation using the multivariate t distribution
C Liu
Journal of multivariate analysis 53 (1), 139-158, 1995
Geographic variation of procedure utilization: a hierarchical model approach
C Gatsonis, SL Normand, C Liu, C Morris
Medical Care, YS54-YS59, 1993
Inferential models: reasoning with uncertainty
R Martin, C Liu
CRC Press, 2015
Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data
C Liu, DB Rubin
Biometrika 85 (3), 673-688, 1998
Adaptive thresholds: Monitoring streams of network counts
D Lambert, C Liu
Journal of the American Statistical Association 101 (473), 78-88, 2006
Discussion of “the bainite transformation in a silicon steel
SK Liu, WT Reynolds, HI Aaronson, H Hu, GJ Shiflet
Metallurgical Transactions A 16 (3), 457-466, 1985
Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data
C Liu, DB Rubin
Statistica Sinica, 729-747, 1998
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