Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure

Large dimensional latent factor modeling with missing observations and applications to causal inference

(2022) Ruoxuan Xiong et al.   JOURNAL OF ECONOMETRICS

Matrix Completion Methods for Causal Panel Data Models*

(2021) Susan Athey et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

On Robustness of Principal Component Regression

(2021) Anish Agarwal et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Matrix Completion, Counterfactuals, and Factor Analysis of Missing Data

(2021) Jushan Bai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects

(2021) Alberto Abadie   JOURNAL OF ECONOMIC LITERATURE

Synthetic Difference-in-Differences

(2021) Dmitry Arkhangelsky et al.   AMERICAN ECONOMIC REVIEW

Interpretation and identification of within-unit and cross-sectional variation in panel data models

(2020) Jonathan Kropko et al.   PLoS One

The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications

(2019) Ariella Kahn-Lang et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Statistical Inference for Average Treatment Effects Estimated by Synthetic Control Methods

(2019) Kathleen T. Li   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Designing Difference in Difference Studies: Best Practices for Public Health Policy Research

(2018) Coady Wing et al.   Annual Review of Public Health

Estimation of average treatment effects with panel data: Asymptotic theory and implementation

(2017) Kathleen T. Li et al.   JOURNAL OF ECONOMETRICS

DYNAMIC LINEAR PANEL REGRESSION MODELS WITH INTERACTIVE FIXED EFFECTS

(2015) Hyungsik Roger Moon et al.   ECONOMETRIC THEORY

Methods for Evaluating Changes in Health Care Policy

(2014) Justin B. Dimick et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program

(2010) Alberto Abadie et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Panel Data Models With Interactive Fixed Effects

(2009)   ECONOMETRICA