The ECME algorithm: a simple extension of EM and ECM with faster monotone convergence C Liu, DB Rubin Biometrika 81 (4), 633-648, 1994 | 751 | 1994 |

Parameter expansion to accelerate EM: the PX-EM algorithm C Liu, DB Rubin, YN Wu Biometrika 85 (4), 755-770, 1998 | 536 | 1998 |

ML estimation of the t distribution using EM and its extensions, ECM and ECME C Liu, DB Rubin Statistica Sinica, 19-39, 1995 | 511 | 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 | 398 | 2001 |

Advanced Markov chain Monte Carlo methods: learning from past samples F Liang, C Liu, R Carroll John Wiley & Sons, 2011 | 382 | 2011 |

Stochastic approximation in Monte Carlo computation F Liang, C Liu, RJ Carroll Journal of the American Statistical Association 102 (477), 305-320, 2007 | 276 | 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 | 194 | 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 | 167 | 2001 |

Robit regression: a simple robust alternative to logistic and probit regression C Liu Applied Bayesian Modeling and Casual Inference from Incomplete-Data …, 2004 | 166 | 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 | 162 | 2013 |

Inferential models: reasoning with uncertainty R Martin, C Liu CRC Press, 2015 | 133 | 2015 |

Bayesian robust multivariate linear regression with incomplete data C Liu Journal of the American Statistical Association 91 (435), 1219-1227, 1996 | 129 | 1996 |

Dempster–Shafer theory and statistical inference with weak beliefs R Martin, J Zhang, C Liu Statistical Science, 72-87, 2010 | 103 | 2010 |

Missing data imputation using the multivariate t distribution C Liu Journal of multivariate analysis 53 (1), 139-158, 1995 | 99 | 1995 |

ML Estimation of the MultivariatetDistribution and the EM Algorithm C Liu Journal of Multivariate Analysis 63 (2), 296-312, 1997 | 95 | 1997 |

Geographic variation of procedure utilization: a hierarchical model approach C Gatsonis, SL Normand, C Liu, C Morris Medical Care, YS54-YS59, 1993 | 85 | 1993 |

Adaptive thresholds: Monitoring streams of network counts D Lambert, C Liu Journal of the American Statistical Association 101 (473), 78-88, 2006 | 78 | 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 | 78 | 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 | 70 | 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 | 70 | 2015 |