Licheng Liu

Massachusetts Institute of Technology (MIT) - Department of Political Science

77 Massachusetts Avenue

Cambridge, MA 02139

United States

  • Massachusetts Institute of Technology (MIT) - Department of Political Science

SCHOLARLY PAPERS

3

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Scholarly Papers (3)

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1.

A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data

Number of pages: 64 Posted: 10 Apr 2020 Last Revised: 05 Aug 2022
Licheng Liu, Ye Wang and Yiqing Xu
Massachusetts Institute of Technology (MIT) - Department of Political Science, New York University and Stanford University
Downloads 5,257 (3,579)
Citation 107

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counterfactual methods, two-way fixed effects, parallel trends, interactive fixed effects, matrix completion, equivalence test, placebo test, time-series cross-sectional data, panel data

2.

A Bayesian Alternative to Synthetic Control for Comparative Case Studies

Number of pages: 60 Posted: 13 Oct 2020 Last Revised: 09 Jun 2021
Xun Pang, Licheng Liu and Yiqing Xu
Peking University, Massachusetts Institute of Technology (MIT) - Department of Political Science and Stanford University
Downloads 1,706 (22,037)
Citation 12

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synthetic control, comparative case studies, panel data, time-series cross-sectional data, causal inference, Bayesian statistics, stochastic model search, latent factor model, Bayesian shrinkage

3.

Panel Data Visualization in R (panelView) and Stata (panelview)

Number of pages: 20 Posted: 13 Sep 2022 Last Revised: 11 Mar 2023
Hongyu Mou, Licheng Liu and Yiqing Xu
University of California, Los Angeles (UCLA), Massachusetts Institute of Technology (MIT) - Department of Political Science and Stanford University
Downloads 1,130 (40,585)
Citation 4

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panel data, visualization, treatment status, missing data, R, Stata