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Year of publication
Subject
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Causal Effect 1 Confounder 1 Directed Acyclic Graph 1 Identification 1 Latent Variable 1 Regression Graph 1 Structural Equation Model 1
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Free 1
Type of publication
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Book / Working Paper 1
Language
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Undetermined 1
Author
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Pakpahan, Eduwin 1 Stanghellini, Elena 1
Institution
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Dipartimento di Economia, Università degli Studi di Perugia 1
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Quaderni del Dipartimento di Economia, Finanza e Statistica 1
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RePEc 1
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Cover Image
Identification of casual effects in linear models: beyond Instrumental Variables
Stanghellini, Elena; Pakpahan, Eduwin - Dipartimento di Economia, Università degli Studi di Perugia - 2013
The Instrumental Variable (IV) formula has become widely used to address the issue of identification of a causal effect in linear systems with an unobserved variable that acts as direct confounder. We here propose two alternative formulations to achieve identification when the assumptions...
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