Ensemble Methods for Causal Effects in Panel Data Settings

Susan Athey, Mohsen Bayati, Guido Imbens, Zhaonan Qu

In many prediction problems researchers have found that combinations of prediction methods ("ensembles") perform better than individual methods. A simple example is random forests, which combines predictions from many regression trees

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Year of publication:	March 2019
Authors:	Athey, Susan
Other Persons:	Bayati, Mohsen (contributor) ; Imbens, Guido (contributor) ; Qu, Zhaonan (contributor)
Institutions:	National Bureau of Economic Research (contributor)
Publisher:	2019: Cambridge, Mass : National Bureau of Economic Research
Subject:	Panel \| Panel study \| Kausalanalyse \| Causality analysis

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Extent:	1 Online-Ressource illustrations (black and white)
Series:	NBER working paper series ; no. w25675
Type of publication:	Book / Working Paper
Language:	English
Notes:	System requirements: Adobe [Acrobat] Reader required for PDF files Mode of access: World Wide Web Hardcopy version available to institutional subscribers
Other identifiers:	10.3386/w25675 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

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