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Causal Models for Longitudinal and Panel Data : A Survey
Arkhangelsky, Dmitry; Imbens, Guido - National Bureau of Economic Research - 2023
This survey discusses the recent causal panel data literature. This recent literature has focused on credibly …
Persistent link: https://www.econbiz.de/10014447263
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The Augmented Synthetic Control Method
Ben-Michael, Eli; Feller, Avi; Rothstein, Jesse - National Bureau of Economic Research - 2021
panel data settings. The "synthetic control" is a weighted average of control units that balances the treated unit's pre …
Persistent link: https://www.econbiz.de/10012585369
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Difference-in-Differences with Unequal Baseline Treatment Status
Tazhitdinova, Alisa; Vazquez-Bare, Gonzalo - National Bureau of Economic Research - 2023
We study a difference-in-differences (DiD) framework where groups experience unequal treatment statuses in the pre-policy change period. This approach is commonly employed in empirical studies but it contradicts the canonical model's assumptions. We show that in such settings, the standard DiD...
Persistent link: https://www.econbiz.de/10014247985
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Financial Firepower : School Shootings and the Strategic Contributions of Pro-Gun PACs
Baldwin, Eric A.; Iwasaki, Takuma; Donohue, John J. - National Bureau of Economic Research - 2025
Fatal school shootings often spark support for stricter gun laws, threatening the gun lobby's influence and agenda. To prevent political fallout, do pro-gun Political Action Committees increase contributions after fatal school shootings? Leveraging a novel dataset of pro-gun PAC contributions...
Persistent link: https://www.econbiz.de/10015421848
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Fisher-Schultz Lecture : Linear Estimation of Structural and Causal Effects for Nonseparable Panel Data
Chernozhukov, Victor; Deaner, Ben; Gao, Ying; Hausman, … - National Bureau of Economic Research - 2025
panel data. These models incorporate unobserved, time-varying, individual heterogeneity, which may be correlated with the …
Persistent link: https://www.econbiz.de/10015194971
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Identification in a Binary Choice Panel Data Model with a Predetermined Covariate
Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - National Bureau of Economic Research - 2023
We study identification in a binary choice panel data model with a single predetermined binary covariate (i.e., a …
Persistent link: https://www.econbiz.de/10014247948
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Regularization from Economic Constraints : A New Estimator for Marginal Emissions
Holland, Stephen P.; Mansur, Erin; Verdier, Valentin; … - National Bureau of Economic Research - 2024
Environmental policy is increasingly concerned with measuring emissions resulting from local changes to electricity consumption. These marginal emissions are challenging to measure because electricity grids encompass multiple locations and the information available to identify the effect of each...
Persistent link: https://www.econbiz.de/10014468265
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Using Discrepancies to Correct for False Matches in Historical Linked Data
Sasaki, Yuya; Zimran, Ariell - National Bureau of Economic Research - 2025
We propose a method to correct estimates from historical linked data for bias arising from type-I error--"false matches." We estimate the rate of false matching from the disagreement rate in characteristics that should agree across the two linked datasets. Combined with an understanding of the...
Persistent link: https://www.econbiz.de/10015409914
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Right-to-Carry Laws and Violent Crime : A Comprehensive Assessment Using Panel Data, the LASSO, and a State-Level Synthetic Controls Analysis
Donohue, John J. - 2017
Our preferred panel data regression specification (the "DAWmodel") and the Brennan Center (BC) model, as well as other … panel data estimates of the increase in violent crime will be understated … handgun laws, but because of model dependence the panel was unable to identify the true causal effect of these laws from the …
Persistent link: https://www.econbiz.de/10012455172
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Rising Burdens of Proofs and The Grand Bargain of Workers’ Compensation Laws
Yuan, Andy - 2020
proof and limits on medical coverage after developing an annual panel data set for all states between 1997 and 2016. The …
Persistent link: https://www.econbiz.de/10012481936