most citedDifference-in-Differences when Parallel Trends Holds Conditional on Covariates

11 citations · 11 across the 2 of their papers we have counts for

collaborators

5 papers

econ.EM2026

Difference-in-differences with "bad controls"

Carolina Caetano, Brantly Callaway, Stroud Payne +1

This paper considers difference-in-differences identification strategies when the parallel trends assumption holds after conditioning on covariates that may themselves be affected…

econ.EM202611 cited

Difference-in-Differences when Parallel Trends Holds Conditional on Covariates

Carolina Caetano, Brantly Callaway

We consider difference-in-differences identification and estimation strategies when the parallel trends assumption holds conditional on covariates, which can be time-varying, time-…

econ.EM2026

Identification and Estimation in Fuzzy Regression Discontinuity Designs with Covariates

Carolina Caetano, Gregorio Caetano, Juan Carlos Escanciano

We study fuzzy regression discontinuity designs with covariates and characterize the weighted averages of conditional local average treatment effects (WLATEs) that are point identi…

econ.EM2026

Causal Inference for Aggregated Treatment

Carolina Caetano, Gregorio Caetano, Brantly Callaway +1

In this paper, we study causal inference when the treatment variable is an aggregation of multiple sub-treatment variables. Researchers often report marginal causal effects for the…

econ.EM2025

Identification of Causal Effects with a Bunching Design

Carolina Caetano, Gregorio Caetano, Leonard Goff +1

We show that causal effects can be identified when there is bunching in the distribution of a continuous treatment variable, without imposing any parametric assumptions. This yield…