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  • Search: subject:"Causal Models"
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Year of publication
Subject
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Causality analysis 12 Kausalanalyse 12 causal models 12 Causal models 10 Theorie 8 Theory 8 Causal Models 6 Econometrics 5 Estimation theory 5 Schätztheorie 5 Ökonometrie 5 Induktive Statistik 4 Statistical inference 4 Measurement 3 causal inference 3 machine learning 3 structural causal models 3 Artificial intelligence 2 Bayes-Statistik 2 Bayesian inference 2 Bayesian networks 2 CVAR 2 Context effects 2 Experiment 2 Künstliche Intelligenz 2 Market Research 2 Model Testing 2 Risk management 2 Telephone Surveys 2 adjustment coefficients 2 causal inference with latent variables 2 cointegrating coefficients 2 confidence bounds 2 confounding 2 counterfactuals 2 directed acyclic graphs 2 instrumental variables 2 omitted confounders 2 omitted variable bias 2 quantum causal models 2
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Online availability
All
Free 20 Undetermined 14 CC license 6
Type of publication
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Article 28 Book / Working Paper 9
Type of publication (narrower categories)
All
Article in journal 11 Aufsatz in Zeitschrift 11 research-article 5 Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 editorial 2 Article 1
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Language
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English 25 Undetermined 12
Author
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Pearl, Judea 5 Agarwal, Sanjeev 2 Chernozhukov, Victor 2 Cinelli, Carlos 2 Heckman, James J. 2 Johansen, Søren 2 Newey, Whitney K. 2 Sharma, Amit 2 Spekkens, Robert W. 2 Syrgkanis, Vasilis 2 Teas, R. Kenneth 2 Ackley, Sarah F. 1 Alina, Lazoc 1 Armstrong, J. Scott 1 Arteaga, Francisco 1 Azhdari, Behnam 1 Blackwell, Calvin 1 Bonnet, Jean 1 Bourdin, Sébastien 1 Burnett, J. Wesley 1 Cenci, Simone 1 Chalak, Karim 1 Chaves, Rafael 1 Choi, Hyon 1 Cox, Louis A. 1 Doyle, Sarah P. 1 Dunn, GraHam 1 Dutta, Amitava 1 Emsley, Richard 1 Enanoria, Wayne T. A. 1 Fewell, Zoe 1 Fritz, Tobias 1 Frölich, Markus 1 Gachechiladze, Mariami 1 Gallarza, Martina G. 1 Gil Saura, Irene 1 Glymour, Clark 1 Glymour, M. Maria 1 Graefe, Andreas 1 Green, Kesten C. 1
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 2 Department of Economics, Boston College 1 Economics Institute for Research (SIR), Handelshögskolan i Stockholm 1 The MIT Press 1
Published in...
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Journal of Causal Inference 7 MPRA Paper 2 Review of Marketing Science 2 Stata Journal 2 Applied economics 1 Boston College Working Papers in Economics 1 CEMMAP working papers / Centre for Microdata Methods and Practice 1 Econometrics 1 Econometrics : open access journal 1 Epidemiologic Methods 1 European economic review : EER 1 European journal of operational research : EJOR 1 Handbook of econometrics : volume 6B 1 International Series in Operations Research & Management Science 1 Journal of Money Laundering Control 1 Journal of economic methodology 1 Journal of quantitative economics 1 MIT Press Books 1 Organizational behavior and human decision processes : a journal of fundamental research and theory in applied psychology 1 Ovidius University Annals, Economic Sciences Series 1 Quality & Quantity: International Journal of Methodology 1 Review of accounting studies 1 SSE/EFI Working Paper Series in Economics and Finance 1 Technological forecasting & social change : an international journal 1 The Journal of finance and data science : JFDS 1 Tourism management perspectives : TMP 1 Working paper 1 cemmap working paper 1
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Source
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ECONIS (ZBW) 15 RePEc 10 Other ZBW resources 10 EconStor 2
Showing 11 - 20 of 37
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Omitted variable bias in machine learned causal models
Chernozhukov, Victor; Cinelli, Carlos; Newey, Whitney K.; … - 2021
), (weighted) average derivatives, and policy effects from shifts in covariate distribution-all for general, nonparametric causal … models. Our construction relies on the Riesz-Frechet representation of the target functional. Specifically, we show how the …
Persistent link: https://www.econbiz.de/10012800720
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Comments on Nick Huntington-Klein's review "Pearl before economists : The Book of Why and empirical economics"
Pearl, Judea - In: Journal of economic methodology 30 (2023) 1, pp. 63-67
Persistent link: https://www.econbiz.de/10014232040
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AI-ML for Decision and Risk Analysis : Challenges and Opportunities for Normative Decision Theory
Cox, Louis A. - 2023
Part I. Received Wisdom -- 1.Rational Decision and Risk Analysis and Irrational Human Behavior -- 2.Data Analytics and Modeling for Improving Decisions -- 3. Natural, Artificial, and Social Intelligence for Decision-Making -- Part 2: Fundamental Challenges for Practical Decision Theory --...
Persistent link: https://www.econbiz.de/10014312133
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Cointegration and adjustment in the CVAR(É) representation of some partially observed CVAR(1) models
Johansen, Søren - In: Econometrics 7 (2019) 1, pp. 1-10
A multivariate CVAR(1) model for some observed variables and some unobserved variables is analysed using its infinite order CVAR representation of the observations. Cointegration and adjustment coefficients in the infinite order CVAR are found as functions of the parameters in the CVAR(1) model....
Persistent link: https://www.econbiz.de/10012696218
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Cointegration and adjustment in the CVAR(∞) representation of some partially observed CVAR(1) models
Johansen, Søren - In: Econometrics : open access journal 7 (2019) 1/2, pp. 1-10
A multivariate CVAR(1) model for some observed variables and some unobserved variables is analysed using its infinite order CVAR representation of the observations. Cointegration and adjustment coefficients in the infinite order CVAR are found as functions of the parameters in the CVAR(1) model....
Persistent link: https://www.econbiz.de/10012025719
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Convex non-parametric least squares, causal structures and productivity
Tsionas, Efthymios G. - In: European journal of operational research : EJOR 303 (2022) 1, pp. 370-387
Persistent link: https://www.econbiz.de/10013363921
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On the behavioral consequences of reverse causality
Spiegler, Ran - In: European economic review : EER 149 (2022), pp. 1-10
Persistent link: https://www.econbiz.de/10013438733
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Rank extrapolation : asymmetric forecasts of future rank after rank change
Pettit, Nathan C.; Doyle, Sarah P.; Kim, Hee Young; … - In: Organizational behavior and human decision processes : … 169 (2022), pp. 1-19
Persistent link: https://www.econbiz.de/10013207463
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Money laundering risk management in multiple-purpose financial institutions in Mexico: a Bayesian network approach
Martínez-Sánchez, José Francisco; Venegas-Martínez, … - In: Journal of Money Laundering Control 26 (2022) 4, pp. 845-861
Purpose This paper aims to develop a money laundering risk management model for multiple-purpose financial institutions (SOFOMES, Spanish acronym for “Sociedades Financieras de Objeto Múltiple”) based on the best international practices. Design/methodology/approach A study of a sample of...
Persistent link: https://www.econbiz.de/10014886802
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What is Gained from Past Learning
Pearl, Judea - In: Journal of Causal Inference 6 (2018) 1
Abstract We consider ways of enabling systems to apply previously learned information to novel situations so as to minimize the need for retraining. We show that theoretical limitations exist on the amount of information that can be transported from previous learning, and that robustness to...
Persistent link: https://www.econbiz.de/10014610870
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