The ECME algorithm: a simple extension of EM and ECM with faster monotone convergence C Liu, DB Rubin Biometrika 81 (4), 633-648, 1994 | 619 | 1994 |

Parameter expansion to accelerate EM: the PX-EM algorithm C Liu, DB Rubin, YN Wu Biometrika 85 (4), 755-770, 1998 | 466 | 1998 |

ML estimation of the t distribution using EM and its extensions, ECM and ECME C Liu, DB Rubin Statistica Sinica, 19-39, 1995 | 443 | 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 | 347 | 2001 |

Advanced Markov chain Monte Carlo methods: learning from past samples F Liang, C Liu, R Carroll John Wiley & Sons, 2011 | 331 | 2011 |

Stochastic approximation in Monte Carlo computation F Liang, C Liu, RJ Carroll Journal of the American Statistical Association 102 (477), 305-320, 2007 | 251 | 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 | 172 | 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 | 144 | 2001 |

Robit regression: a simple robust alternative to logistic and probit regression C Liu Applied Bayesian Modeling and Casual Inference from Incomplete-Data …, 2004 | 134 | 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 | 120 | 2013 |

Bayesian robust multivariate linear regression with incomplete data C Liu Journal of the American Statistical Association 91 (435), 1219-1227, 1996 | 115 | 1996 |

Inferential models: reasoning with uncertainty R Martin, C Liu CRC Press, 2015 | 83 | 2015 |

ML Estimation of the MultivariatetDistribution and the EM Algorithm C Liu Journal of Multivariate Analysis 63 (2), 296-312, 1997 | 83 | 1997 |

Geographic variation of procedure utilization: a hierarchical model approach C Gatsonis, SL Normand, C Liu, C Morris Medical Care, YS54-YS59, 1993 | 79 | 1993 |

Missing data imputation using the multivariate t distribution C Liu Journal of multivariate analysis 53 (1), 139-158, 1995 | 78 | 1995 |

Adaptive thresholds: Monitoring streams of network counts D Lambert, C Liu Journal of the American Statistical Association 101 (473), 78-88, 2006 | 72 | 2006 |

Ellipsoidally symmetric extensions of the general location model for mixed categorical and continuous data C Liu, DB Rubin Biometrika 85 (3), 673-688, 1998 | 70 | 1998 |

Maximum likelihood estimation of factor analysis using the ECME algorithm with complete and incomplete data C Liu, DB Rubin Statistica Sinica, 729-747, 1998 | 52 | 1998 |

Bayesian inference for multivariate ordinal data using parameter expansion E Lawrence, D Bingham, C Liu, VN Nair Technometrics 50 (2), 182-191, 2008 | 51 | 2008 |

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 | 48 | 2015 |