Cover Image

Difference-in-Differences Designs: A Practitioner's Guide

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Baker, Andrew, Callaway, Brantly, Cunningham, Scott, Goodman-Bacon, Andrew, Sant'Anna, Pedro H. C.
Format:	Preprint
Published:	2025
Subjects:	Econometrics Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Difference-in-Differences with a Continuous Treatment
by: Callaway, Brantly, et al.
Published: (2021)

Difference in Differences with Time-Varying Covariates
by: Caetano, Carolina, et al.
Published: (2022)

Difference-in-Differences when Parallel Trends Holds Conditional on Covariates
by: Caetano, Carolina, et al.
Published: (2024)

Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data
by: Callaway, Brantly, et al.
Published: (2025)

Difference-in-Differences with Compositional Changes
by: Sant'Anna, Pedro H. C., et al.
Published: (2023)

Doubly Robust Estimators with Weak Overlap
by: Ma, Yukun, et al.
Published: (2023)

Better Understanding Triple Differences Estimators
by: Ortiz-Villavicencio, Marcelo, et al.
Published: (2025)

Efficient Difference-in-Differences and Event Study Estimators
by: Chen, Xiaohong, et al.
Published: (2025)

Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2018)

Factorial Difference-in-Differences
by: Xu, Yiqing, et al.
Published: (2024)

Difference-in-Differences in the Presence of Unknown Interference
by: Mealli, Fabrizia, et al.
Published: (2025)

Refining the Notion of No Anticipation in Difference-in-Differences Studies
by: Piccininni, Marco, et al.
Published: (2025)

Matching $\leq$ Hybrid $\leq$ Difference in Differences
by: Park, Yechan, et al.
Published: (2024)

Learning the Effect of Persuasion via Difference-In-Differences
by: Jun, Sung Jae, et al.
Published: (2024)

NA-DiD: Extending Difference-in-Differences with Capabilities
by: Halkiewicz, Stanisław M. S.
Published: (2025)

Interpreting Event-Studies from Recent Difference-in-Differences Methods
by: Roth, Jonathan
Published: (2024)

Valid Inference when Testing Violations of Parallel Trends for Difference-in-Differences
by: Mikhaeil, Jonas M., et al.
Published: (2025)

Difference-in-differences Design with Outcomes Missing Not at Random
by: Shin, Sooahn
Published: (2024)

Bayesian Estimation of Cohort-Time-Stratum Specific Effects in Staggered Difference-in-Differences
by: Chib, Siddhartha, et al.
Published: (2025)

Doubly Robust Estimation of Treatment Effects in Staggered Difference-in-Differences with Time-Varying Covariates
by: Deng, Yuhao, et al.
Published: (2026)

Semiparametric Triple Difference Estimators
by: Akbari, Sina, et al.
Published: (2025)

Misclassification in Difference-in-differences Models
by: Denteh, Augustine, et al.
Published: (2022)

Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences
by: Imai, Shunsuke, et al.
Published: (2023)

Efficient Difference-in-Differences Estimation when Outcomes are Missing at Random
by: Testa, Lorenzo, et al.
Published: (2025)

Pairwise Difference Representations of Moments: Gini and Generalized Lagrange identities
by: Dufour, Jean-Marie, et al.
Published: (2025)

Testing the effects of an unobservable factor: Do marriage prospects affect college major choice?
by: Arslan, Hayri Alper, et al.
Published: (2024)

An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences
by: Torous, William, et al.
Published: (2021)

Causal Inference for Aggregated Treatment
by: Caetano, Carolina, et al.
Published: (2025)

Distributional Effects with Two-Sided Measurement Error: An Application to Intergenerational Income Mobility
by: Callaway, Brantly, et al.
Published: (2021)

Finite Population Inference for Factorial Designs and Panel Experiments with Imperfect Compliance
by: Picchetti, Pedro
Published: (2026)

Minnesota BART
by: Lima, Pedro A., et al.
Published: (2025)

Selection and parallel trends
by: Ghanem, Dalia, et al.
Published: (2022)

Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes
by: Acerenza, Santiago, et al.
Published: (2023)

Treatment Effect Heterogeneity in Regression Discontinuity Designs
by: Calonico, Sebastian, et al.
Published: (2025)

Common Functional Decompositions Can Mis-attribute Differences in Outcomes Between Populations
by: Quintero, Manuel, et al.
Published: (2025)

A Practical Guide to Estimating Conditional Marginal Effects: Modern Approaches
by: Liu, Jiehan, et al.
Published: (2025)

A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
by: Słoczyński, Tymon, et al.
Published: (2026)

Fused Extended Two-Way Fixed Effects for Difference-in-Differences With Staggered Adoptions
by: Faletto, Gregory
Published: (2023)

Sensitivity Analysis for Instrumental Variables Under Joint Relaxations of Monotonicity and Independence
by: Picchetti, Pedro
Published: (2026)

A Bayes-Factor-Guided Approach to Post-Double Selection with Bootstrapped Multiple Imputation
by: Bleher, Johannes, et al.
Published: (2026)