Difference-in-Differences with multiple time periods

Randomization inference for difference-in-differences with few treated clusters

(2020) James G. MacKinnon et al.   JOURNAL OF ECONOMETRICS

Doubly robust difference-in-differences estimators

(2020) Pedro H.C. Sant’Anna et al.   JOURNAL OF ECONOMETRICS

Estimating dynamic treatment effects in event studies with heterogeneous treatment effects

(2020) Liyang Sun et al.   JOURNAL OF ECONOMETRICS

Identification in nonparametric models for dynamic treatment effects

(2020) Sukjin Han   JOURNAL OF ECONOMETRICS

Specification tests for the propensity score

(2019) Pedro H.C. Sant’Anna et al.   JOURNAL OF ECONOMETRICS

Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores

(2018) S Yang et al.   BIOMETRIKA

The wild bootstrap for few (treated) clusters

(2018) James G. MacKinnon et al.   Econometrics Journal

Uniform confidence bands: Characterization and optimality

(2018) Joachim Freyberger et al.   JOURNAL OF ECONOMETRICS

Quantile treatment effects in difference in differences models under dependence restrictions and with only two time periods

(2018) Brantly Callaway et al.   JOURNAL OF ECONOMETRICS

Dynamic treatment effects

(2016) James J. Heckman et al.   JOURNAL OF ECONOMETRICS

Average and Quantile Effects in Nonseparable Panel Models

(2013)   ECONOMETRICA

The semiparametric efficiency bound for models of sequential moment restrictions containing unknown functions

(2012) Chunrong Ai et al.   JOURNAL OF ECONOMETRICS

The cluster bootstrap consistency in generalized estimating equations

(2012) Guang Cheng et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Irregular Identification, Support Conditions, and Inverse Weight Estimation

(2010)   ECONOMETRICA

Dealing with limited overlap in estimation of average treatment effects

(2009) R. K. Crump et al.   BIOMETRIKA

For objective causal inference, design trumps analysis

(2008) Donald B. Rubin   Annals of Applied Statistics

Semiparametric efficiency in GMM models with auxiliary data

(2008) Xiaohong Chen et al.   ANNALS OF STATISTICS

Empirical-likelihood-based difference-in-differences estimators

(2008) Jing Qin et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY