Bayesian Sensitivity Analyses for Policy Evaluation with Difference-in-Differences under Violations of Parallel Trends
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Seong Woo, Mitra, Nandita, Hettinger, Gary, Oganisian, Arman |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Causal Framework for Evaluating Drivers of Policy Effect Heterogeneity Using Difference-in-Differences
by: Hettinger, Gary, et al.
Published: (2024)
by: Hettinger, Gary, et al.
Published: (2024)
Multiply Robust Difference-in-Differences Estimation of Causal Effect Curves for Continuous Exposures
by: Hettinger, Gary, et al.
Published: (2024)
by: Hettinger, Gary, et al.
Published: (2024)
Stress-Testing Assumptions: A Guide to Bayesian Sensitivity Analyses in Causal Inference
by: Oganisian, Arman
Published: (2026)
by: Oganisian, Arman
Published: (2026)
Estimation of Policy-Relevant Causal Effects in the Presence of Interference with an Application to the Philadelphia Beverage Tax
by: Hettinger, Gary, et al.
Published: (2023)
by: Hettinger, Gary, et al.
Published: (2023)
Untangling Sample and Population Level Estimands in Bayesian Causal Computation
by: Oganisian, Arman
Published: (2025)
by: Oganisian, Arman
Published: (2025)
A Bayesian framework for cost-effectiveness analysis with time-varying treatment decisions
by: Fernández-Morales, Esteban, et al.
Published: (2026)
by: Fernández-Morales, Esteban, et al.
Published: (2026)
Valid Inference when Testing Violations of Parallel Trends for Difference-in-Differences
by: Mikhaeil, Jonas M., et al.
Published: (2025)
by: Mikhaeil, Jonas M., et al.
Published: (2025)
Considerations for Estimating Causal Effects of Informatively Timed Treatments
by: Oganisian, Arman
Published: (2025)
by: Oganisian, Arman
Published: (2025)
Bias-Variance Tradeoff of Matching Prior to Difference-in-Differences When Parallel Trends is Violated
by: Ge, Mingxuan, et al.
Published: (2025)
by: Ge, Mingxuan, et al.
Published: (2025)
Bayesian shrinkage priors for penalized synthetic control estimators in the presence of spillovers
by: Fernández-Morales, Esteban, et al.
Published: (2025)
by: Fernández-Morales, Esteban, et al.
Published: (2025)
A Bayesian Framework for Causal Analysis of Recurrent Events with Timing Misalignment
by: Oganisian, Arman, et al.
Published: (2023)
by: Oganisian, Arman, et al.
Published: (2023)
Bayesian Nonparametric Causal Inference for High-Dimensional Nutritional Data via Factor-Based Exposure Mapping
by: Zorzetto, Dafne, et al.
Published: (2026)
by: Zorzetto, Dafne, et al.
Published: (2026)
Estimating the Instantaneous Reproduction Number With Imperfect Data: A Method to Account for Case-Reporting Variation and Serial Interval Uncertainty
by: Hettinger, Gary, et al.
Published: (2023)
by: Hettinger, Gary, et al.
Published: (2023)
Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information
by: Oganisian, Arman, et al.
Published: (2024)
by: Oganisian, Arman, et al.
Published: (2024)
Robust Sensitivity Analysis via Augmented Percentile Bootstrap under Simultaneous Violations of Unconfoundedness and Overlap
by: Cui, Han, et al.
Published: (2025)
by: Cui, Han, et al.
Published: (2025)
Difference-in-Differences under Local Dependence on Networks
by: Sato, Akihiro, et al.
Published: (2026)
by: Sato, Akihiro, et al.
Published: (2026)
A Bayesian approach to the survivor average causal effect in cluster-randomized crossover trials
by: Isenberg, Dane, et al.
Published: (2025)
by: Isenberg, Dane, et al.
Published: (2025)
Difference-in-Differences under Bipartite Network Interference: A Framework for Quasi-Experimental Assessment of the Effects of Environmental Policies on Health
by: Chen, Kevin L., et al.
Published: (2024)
by: Chen, Kevin L., et al.
Published: (2024)
Bayesian Estimation of Cohort-Time-Stratum Specific Effects in Staggered Difference-in-Differences
by: Chib, Siddhartha, et al.
Published: (2025)
by: Chib, Siddhartha, et al.
Published: (2025)
Weighting methods for truncation by death in cluster-randomized trials
by: Isenberg, Dane, et al.
Published: (2024)
by: Isenberg, Dane, et al.
Published: (2024)
A Review and Comparison of Different Sensitivity Analysis Techniques in Practice
by: Francom, Devin, et al.
Published: (2025)
by: Francom, Devin, et al.
Published: (2025)
Establishing the Parallels and Differences Between Right-Censored and Missing Covariates
by: Vazquez, Jesus E., et al.
Published: (2024)
by: Vazquez, Jesus E., et al.
Published: (2024)
Sensitivity Analysis on Interaction Effects of Policy-Augmented Bayesian Networks
by: Zhao, Junkai, et al.
Published: (2024)
by: Zhao, Junkai, et al.
Published: (2024)
Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2018)
by: Arkhangelsky, Dmitry, et al.
Published: (2018)
Factorial Difference-in-Differences
by: Xu, Yiqing, et al.
Published: (2024)
by: Xu, Yiqing, et al.
Published: (2024)
Difference-in-Differences Under Network Interference
by: Sun, Kuan, et al.
Published: (2025)
by: Sun, Kuan, et al.
Published: (2025)
Experimentation for Different Scheduling Policies on Queues: Mixed Differences-in-Q Estimators Based on Little's Law
by: Jia, Nanshan, et al.
Published: (2026)
by: Jia, Nanshan, et al.
Published: (2026)
Estimating the average treatment effect in cluster-randomized trials with misclassified outcomes and non-random validation subsets
by: Isenberg, Dane, et al.
Published: (2025)
by: Isenberg, Dane, et al.
Published: (2025)
A Nonparametric Framework for Universal Difference-in-Differences
by: Park, Chan, et al.
Published: (2022)
by: Park, Chan, et al.
Published: (2022)
Consistency of an Intercept-Shifted Synthetic-Control Estimator under Weighted Parallel Trends
by: Guggisberg, Michael
Published: (2025)
by: Guggisberg, Michael
Published: (2025)
(Empirical) Bayes Approaches to Parallel Trends
by: Kwon, Soonwoo, et al.
Published: (2024)
by: Kwon, Soonwoo, et al.
Published: (2024)
Difference-in-Differences in the Presence of Unknown Interference
by: Mealli, Fabrizia, et al.
Published: (2025)
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)
by: Piccininni, Marco, et al.
Published: (2025)
Difference-in-Differences Designs: A Practitioner's Guide
by: Baker, Andrew, et al.
Published: (2025)
by: Baker, Andrew, et al.
Published: (2025)
Matching $\leq$ Hybrid $\leq$ Difference in Differences
by: Park, Yechan, et al.
Published: (2024)
by: Park, Yechan, et al.
Published: (2024)
Learning the Effect of Persuasion via Difference-In-Differences
by: Jun, Sung Jae, et al.
Published: (2024)
by: Jun, Sung Jae, et al.
Published: (2024)
Exploring Differences between Two Decades of Mental Health Related Emergency Department Visits by Youth via Recurrent Events Analyses
by: Xiong, Yi, et al.
Published: (2024)
by: Xiong, Yi, et al.
Published: (2024)
Generalizing Difference-in-Differences to Non-Canonical Settings: Identifying an Array of Estimands
by: Shahn, Zach, et al.
Published: (2024)
by: Shahn, Zach, et al.
Published: (2024)
NA-DiD: Extending Difference-in-Differences with Capabilities
by: Halkiewicz, Stanisław M. S.
Published: (2025)
by: Halkiewicz, Stanisław M. S.
Published: (2025)
Structural Nested Mean Models Under Parallel Trends with Interference
by: Shahn, Zach, et al.
Published: (2024)
by: Shahn, Zach, et al.
Published: (2024)
Similar Items
-
A Causal Framework for Evaluating Drivers of Policy Effect Heterogeneity Using Difference-in-Differences
by: Hettinger, Gary, et al.
Published: (2024) -
Multiply Robust Difference-in-Differences Estimation of Causal Effect Curves for Continuous Exposures
by: Hettinger, Gary, et al.
Published: (2024) -
Stress-Testing Assumptions: A Guide to Bayesian Sensitivity Analyses in Causal Inference
by: Oganisian, Arman
Published: (2026) -
Estimation of Policy-Relevant Causal Effects in the Presence of Interference with an Application to the Philadelphia Beverage Tax
by: Hettinger, Gary, et al.
Published: (2023) -
Untangling Sample and Population Level Estimands in Bayesian Causal Computation
by: Oganisian, Arman
Published: (2025)