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Found 10 papers, 2 papers with code
Was Javert right to be suspicious? Unpacking treatment effect heterogeneity of alternative sentences on time-to-recidivism in Brazil
This paper presents new econometric tools to unpack the treatment effect heterogeneity of punishing misdemeanor offenses on time-to-recidivism.
Difference-in-Differences with Compositional Changes
Additionally, we document a trade-off related to compositional changes: We derive the asymptotic bias of DR DiD estimators that erroneously exclude compositional changes and the efficiency loss when one fails to correctly rule out compositional changes.
Doubly Robust Estimators with Weak Overlap
In this paper, we derive a new class of doubly robust estimators for treatment effect estimands that is also robust against weak covariate overlap.
Selection and parallel trends
We study the role of selection into treatment in difference-in-differences (DiD) designs.
What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature
This paper synthesizes recent advances in the econometrics of difference-in-differences (DiD) and provides concrete recommendations for practitioners.
Difference-in-Differences with a Continuous Treatment
This paper analyzes difference-in-differences designs with a continuous treatment.
Efficient Estimation for Staggered Rollout Designs
We study estimation of causal effects in staggered rollout designs, i. e. settings where there is staggered treatment adoption and the timing of treatment is as-good-as randomly assigned.
When Is Parallel Trends Sensitive to Functional Form?
This paper assesses when the validity of difference-in-differences depends on functional form.
Specification tests for generalized propensity scores using double projections
This paper proposes a new class of nonparametric tests for the correct specification of models based on conditional moment restrictions, paying particular attention to generalized propensity score models.
Distribution Regression in Duration Analysis: an Application to Unemployment Spells
This article proposes inference procedures for distribution regression models in duration analysis using randomly right-censored data.
