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Ensemble Methods for Causal Effects in Panel Data Settings
Athey, Susan - 2019
In this paper we apply these ideas to synthetic control type problems in panel data setting. In this setting a number …
Persistent link: https://www.econbiz.de/10012479627
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Matrix Completion Methods for Causal Panel Data Models
Athey, Susan - 2018
In this paper we study methods for estimating causal effects in settings with panel data, where a subset of units are …
Persistent link: https://www.econbiz.de/10012480784
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Double-Robust Identification for Causal Panel Data Models
Arkhangelsky, Dmitry; Imbens, Guido - National Bureau of Economic Research - 2021
We study identification and estimation of causal effects in settings with panel data. Traditionally researchers follow …
Persistent link: https://www.econbiz.de/10012482582
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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