Chuanhai Liu

The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence

Chuanhai Liu, Donald B. Rubin · Biometrika · 1994 · 584 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +17

Efficient Algorithms for Robust Estimation in Linear Mixed-Effects Models Using the Multivariate<i>t</i>Distribution

José Cirı́aco Pinheiro, Chuanhai Liu, Ying Wu · Journal of Computational and Graphical Statistics · 2001 · 283 citations

Parameter Estimation, Latent Modeling, Engineering +15

Stochastic Approximation in Monte Carlo Computation

Faming Liang, Chuanhai Liu, Raymond J. Carroll · Journal of the American Statistical Association · 2007 · 238 citations

Monte Carlo Computation, Engineering, Monte Carlo Methods +19

Inferential Models: A Framework for Prior-Free Posterior Probabilistic Inference

Ryan Martin, Chuanhai Liu · Journal of the American Statistical Association · 2013 · 160 citations · Full text

Not Asked and Not Answered: Multiple Imputation for Multiple Surveys

Andrew Gelman, Gary King, Chuanhai Liu · Journal of the American Statistical Association · 1998 · 130 citations

Imputation Model, Public Policy, Survey (Human Research) +14