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Building a structural model : parameterization and structurality
Mouchart, Michel; Orsi, Renzo - 2015
A specific concept of structural model is used as a background for discussing the structurality of its parameterization …
Persistent link: https://www.econbiz.de/10011713803
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Building a structural model : parameterization and structurality
Mouchart, Michel; Orsi, Renzo - 2015
Persistent link: https://www.econbiz.de/10011581832
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Causality in econometric modeling : from theory to structural causal modeling
Mouchart, Michel; Orsi, Renzo; Wunsch, Guillaume J. - 2020
This paper examines different approaches for assessing causality as typically followed in econometrics and proposes a …
Persistent link: https://www.econbiz.de/10012170696
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Chapter 3. The Econometrics of Randomized Experiments
Athey, S.; Imbens, G.W. - 2017
In this chapter, we present econometric and statistical methods for analyzing randomized experiments. For basic experiments, we stress randomization-based inference as opposed to sampling-based inference. In randomization-based inference, uncertainty in estimates arises naturally from the random...
Persistent link: https://www.econbiz.de/10014023416
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Causality in econometric modeling from theory to structural causal modeling
Mouchart, Michel; Orsi, Renzo; Wunsch, Guillaume J. - 2020
Persistent link: https://www.econbiz.de/10012271163
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Causality in Econometric Modeling. From Theory to Structural Causal Modeling
Mouchart, Michel; Orsi, Renzo; Wunsch, Guillaume - 2020
This paper examines different approaches for assessing causality as typically followed in econometrics and proposes a …
Persistent link: https://www.econbiz.de/10014101593
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Causal Analysis after Haavelmo
Heckman, James J.; Pinto, Rodrigo - 2013
Haavelmo's seminal 1943 paper is the first rigorous treatment of causality. In it, he distinguished the definition of … Acyclic Graphs (DAG) used in one influential recent approach to causality (Pearl, 2000) and in the related literature on … Pearl in securing identification of economic models. We extend our framework to consider models for simultaneous causality …
Persistent link: https://www.econbiz.de/10010329149
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Causal analysis after Haavelmo
Heckman, James J.; Pinto, Rodrigo - 2013
Haavelmo's seminal 1943 paper is the first rigorous treatment of causality. In it, he distinguished the definition of … Acyclic Graphs (DAG) used in one influential recent approach to causality (Pearl, 2000) and in the related literature on … causality, a central contribution of Haavelmo (1944). In general cases, DAGs cannot be used to analyze models for simultaneous …
Persistent link: https://www.econbiz.de/10010194763
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Econometric causality : the central role of thought experiments
Heckman, James J.; Pinto, Rodrigo - 2023
This paper examines the econometric causal model and the interpretation of empirical evidence based on thought experiments that was developed by Ragnar Frisch and Trygve Haavelmo. We compare the econometric causal model with two currently popular causal frameworks: the Neyman-Rubin causal model...
Persistent link: https://www.econbiz.de/10014442451
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Causality and econometrics
Heckman, James J.; Pinto, Rodrigo - 2022
This paper examines the econometric causal model for policy analysis developed by the seminal ideas of Ragnar Frisch and Trygve Haavelmo. We compare the econometric causal model with two popular causal frameworks: Neyman-Holland causal model and the do-calculus. The Neyman-Holland causal model...
Persistent link: https://www.econbiz.de/10012886838