Search Results - subject:"do calculus"

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

Understanding COVID-19 mobility through human capital : a unified causal framework

Bilgel, Fırat; Karahasan, Burhan Can - In: Computational economics 63 (2024) 2, pp. 793-833

Persistent link: https://www.econbiz.de/10014475041

Estimating causal effects with the neural autoregressive density estimator

Garrido, Sergio; Borysov, Stanislav; Rich, Jeppe; … - In: Journal of Causal Inference 9 (2021) 1, pp. 211-228

estimators and use them to estimate causal effects within Pearl’s do-calculus framework. Using synthetic data, we show that the …

Persistent link: https://www.econbiz.de/10014610896

An optimization approach for multi-echelon supply chain viability with disruption risk minimization

Liu, Ming; Liu, Zhongzheng; Chu, Feng; Dolgui, Alexandre; … - In: Omega : the international journal of management science 112 (2022), pp. 1-16

Persistent link: https://www.econbiz.de/10013326810

Pearl before economists : The Book of Why and empirical economics

Huntington-Klein, Nick - In: Journal of economic methodology 29 (2022) 4, pp. 326-334

Persistent link: https://www.econbiz.de/10014232027

Causal Analysis after Haavelmo

Heckman, James J.; Pinto, Rodrigo - 2013

literature of DAGs - the do-calculus of Pearl (2009). We discuss the limitations of DAGs and in particular of the do-calculus of …

Persistent link: https://www.econbiz.de/10010329149

Causal Analysis after Haavelmo

Heckman, James J.; Pinto, Rodrigo - Institute for the Study of Labor (IZA) - 2013

literature of DAGs – the "do-calculus" of Pearl (2009). We discuss the limitations of DAGs and in particular of the do-calculus …

Persistent link: https://www.econbiz.de/10010766377

Causal Analysis after Haavelmo

Heckman, James J.; Pinto, Rodrigo - Becker Friedman Institute for Research in Economics, … - 2013

literature of DAGs-- the "do-calculus" of Pearl (2009). We discuss the limitations of DAGs and in particular of the do-calculus …

Persistent link: https://www.econbiz.de/10010903258

Causal analysis after Haavelmo

Heckman, James J.; Pinto, Rodrigo - 2013

literature of DAGs - the "do-calculus" of Pearl (2009). We discuss the limitations of DAGs and in particular of the do-calculus …

Persistent link: https://www.econbiz.de/10010194763

Conditioning on Post-treatment Variables

Pearl, Judea - In: Journal of Causal Inference 3 (2015) 1, pp. 131-137

post-treatment variables and call attention to some peculiar relationships among them. In particular, I contrast do … -calculus conditioning with counterfactual conditioning and discuss their interpretations and scopes of applications. These …

Persistent link: https://www.econbiz.de/10014610825