Licheng Liu

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

77 Massachusetts Avenue

Cambridge, MA 02139

United States

SCHOLARLY PAPERS

2

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337

SSRN CITATIONS

0

CROSSREF CITATIONS

1

Scholarly Papers (2)

1.

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

Number of pages: 51 Posted: 10 Apr 2020 Last Revised: 22 Jun 2020
Licheng Liu, Ye Wang and Yiqing Xu
Massachusetts Institute of Technology (MIT) - Department of Political Science, New York University and Stanford University
Downloads 193 (171,501)
Citation 2

Abstract:

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counterfactual methods, two-way fixed effects, parallel trends, interactive fixed effects, matrix completion, equivalence test, placebo test, TSCS data, panel data

2.

A Bayesian Alternative to Synthetic Control for Comparative Case Studies

Number of pages: 55
Xun Pang, Licheng Liu and Yiqing Xu
Tsinghua University, Massachusetts Institute of Technology (MIT) - Department of Political Science and Stanford University
Downloads 144

Abstract:

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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