Working Papers

1. Identification and Estimation of Treatment Effects from Social Network Data (job market paper). [draft]

2. Bayesian Sensitivity Analysis for Unmeasured Confounding in Causal Panel Data Models (with Teppei Yamamoto).

3. Estimating Treatment Effects from Time-Series Cross-Sectional Data with Binary Outcomes.

4. Bayesian Causal Inference with Longitudinal Network Data in the Presence of Interference (with Xun Pang).

Peer Reviewed Articles

1. Panel Data Visualization in R (panelView) and Stata (panelview) (with Hongyu Mou and Yiqing Xu), conditionally accepted at Journal of Statistical Software. [Pre-Print]

2. A Bayesian Multifactor Spatio-Temporal Model for Estimating Time-Varying Network Interdependence (with Xun Pang), forthcoming at Political Science Research and Methods. [First View] [Replication Files]

3. A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data (with Ye Wang and Yiqing Xu), forthcoming at American Journal of Political Science. [First View] [Pre-Print] [Replication Files]

4. A Bayesian Alternative to the Synthetic Control Method (with Xun Pang and Yiqing Xu), Political Analysis. [Post-Print] [Pre-Print] [Replication Files]