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  • Search: subject:"Structural causal models"
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Year of publication
Subject
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structural causal models 2 Capital structure 1 Causal inference 1 Causality analysis 1 Econometrics 1 Induktive Statistik 1 Kapitalstruktur 1 Kausalanalyse 1 Statistical inference 1 Structural causal models 1 Theorie 1 Theory 1 causal Bayesian network 1 compound treatments 1 conditional independence 1 counterfactuals 1 decision theory 1 directed acyclic graphs 1 do -calculus 1 imaging 1 ladder of causation 1 potential outcome 1 Ökonometrie 1
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Online availability
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Free 3 CC license 2
Type of publication
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Article 3
Type of publication (narrower categories)
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Article in journal 1 Aufsatz in Zeitschrift 1 editorial 1
Language
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English 2 Undetermined 1
Author
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Pearl, Judea 2 Cenci, Simone 1 Kealhofer, Stephen 1
Published in...
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Journal of Causal Inference 2 The Journal of finance and data science : JFDS 1
Source
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Other ZBW resources 2 ECONIS (ZBW) 1
Showing 1 - 3 of 3
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Causation and decision: On Dawid’s “Decision theoretic foundation of statistical causality”
Pearl, Judea - In: Journal of Causal Inference 10 (2022) 1, pp. 221-226
Abstract In a recent issue of this journal, Philip Dawid (2021) proposes a framework for causal inference that is based on statistical decision theory and that is, in many aspects, compatible with the familiar framework of causal graphs (e.g., Directed Acyclic Graphs (DAGs)). This editorial...
Persistent link: https://www.econbiz.de/10014610936
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A causal approach to test empirical capital structure regularities
Cenci, Simone; Kealhofer, Stephen - In: The Journal of finance and data science : JFDS 8 (2022), pp. 214-232
Capital structure theories are often formulated as causal narratives to explain which factors drive financing choices. These narratives are usually examined by estimating cross-sectional relations between leverage and its determinants. However, the limitations of causal inference from...
Persistent link: https://www.econbiz.de/10014433694
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Physical and Metaphysical Counterfactuals: Evaluating Disjunctive Actions
Pearl, Judea - In: Journal of Causal Inference 5 (2017) 2
Abstract The structural interpretation of counterfactuals as formulated in Balke and Pearl (1994a,b) [ 1 , 2 ] excludes disjunctive conditionals, such as “had $X$ been $x_1~\mbox{or}~x_2$ ,” as well as disjunctive actions such as $do(X=x_1~\mbox{or}~X=x_2)$ . In contrast, the closest-world...
Persistent link: https://www.econbiz.de/10014610862
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