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  • Search: subject:"causal inference."
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Year of publication
Subject
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causal inference 410 Kausalanalyse 308 Causality analysis 305 Causal inference 209 Induktive Statistik 146 Statistical inference 146 Theorie 109 Theory 109 Estimation theory 93 Schätztheorie 93 Impact assessment 90 Wirkungsanalyse 90 Artificial intelligence 62 Künstliche Intelligenz 62 Causal Inference 53 Estimation 52 Schätzung 52 Experiment 41 machine learning 38 Consumer behaviour 34 Konsumentenverhalten 34 Regression analysis 34 Regressionsanalyse 34 Instrumental variables 29 IV-Schätzung 27 Econometrics 26 Ökonometrie 25 instrumental variables 24 Nichtparametrisches Verfahren 20 Nonparametric statistics 20 Coronavirus 19 Panel 19 Panel study 19 difference-in-differences 18 propensity score 18 treatment effects 15 COVID-19 14 Machine learning 14 Matching 14 Bayesian inference 13
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Online availability
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Free 359 Undetermined 315 CC license 53
Type of publication
All
Article 428 Book / Working Paper 267 Other 3
Type of publication (narrower categories)
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Article in journal 269 Aufsatz in Zeitschrift 269 Working Paper 203 Graue Literatur 143 Non-commercial literature 143 Arbeitspapier 133 research-article 63 Article 16 Hochschulschrift 6 Aufsatzsammlung 4 article-commentary 4 Aufsatz im Buch 3 Book section 3 Conference paper 3 Forschungsbericht 3 Konferenzbeitrag 3 Conference Paper 2 Conference proceedings 2 Konferenzschrift 2 Thesis 1 conceptual-paper 1 editorial 1 review-article 1
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Language
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English 581 Undetermined 105 Spanish 6 German 4 French 1 Italian 1
Author
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Potrafke, Niklas 10 Ruthardt, Fabian 10 Laan, Mark van der 8 Graham, Bryan S. 7 Heiss, Florian 7 Jacob, Daniel 7 McFadden, Daniel 7 Petersen, Maya 7 Stowasser, Till 7 Winter, Joachim 7 Boumans, Dorine 6 De Witte, Kristof 6 Dettmann, Eva 6 Flores-Lagunes, Alfonso 6 Gründler, Klaus 6 Li, Fan 6 Naghi, Andrea A. 6 Narita, Yusuke 6 Sant'Anna, Pedro H. C. 6 Sjölander, Arvid 6 Strobl, Renate 6 Wang, Guihua 6 Weyh, Antje 6 Wunsch, Conny 6 Wüthrich, Kaspar 6 Ahrens, Achim 5 Athey, Susan 5 Cabras, Stefano 5 Ding, Peng 5 Fetzer, Thiemo 5 Fidrmuc, Jan 5 Flores, Carlos A. 5 Garg, Prashant 5 Imbens, Guido 5 Mellace, Giovanni 5 Mercatanti, Andrea 5 Raunig, Burkhard 5 Wiemann, Thomas 5 Xu, Mengshan 5 van der Laan, Mark J. 5
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 7 Berkeley Electronic Press 5 Mathematica Policy Research 5 Leibniz-Institut für Wirtschaftsforschung Halle 3 Agricultural and Applied Economics Association - AAEA 2 Department of Economics, School of Business 2 School of Economics and Political Science, Universität St. Gallen 2 World Institute for Development Economic Research (UNU/WIDER), United Nations University 2 "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi 1 Becker Friedman Institute for Research in Economics, University of Chicago 1 Centre for Economic Performance, LSE 1 Centre for Market and Public Organisation (CMPO), University of Bristol 1 Centro di Studi Internazionali Sull'Economia e la Sviluppo (CEIS), Facoltà di Economia 1 Departamento de Economía, Universidad Pablo de Olavide 1 Department of Economics, Boston College 1 Department of Economics, McMaster University 1 Dipartimento di Economia, Management e Metodi Quantitativi (DEMM), Università degli Studi di Milano 1 Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti", Università degli Studi di Firenze 1 EconWPA 1 European Association of Agricultural Economists - EAAE 1 Institut de Recerca en Economia Aplicada (IREA), Facultat d'Economia i Empresa 1 Institute for the Study of Labor (IZA) 1 Institutet för Arbetsmarknads- och Utbildningspolitisk Utvärdering (IFAU), Arbetsmarknadsdepartementet 1 Instituto Valenciano de Investigaciones Económicas (IVIE) 1 Palgrave Macmillan 1 Top Institute for Evidence Based Education Research 1 Universität Bremen 1 Universität Mannheim 1
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Published in...
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Journal of Causal Inference 49 Epidemiologic Methods 20 IZA Discussion Papers 15 Marketing science 14 Discussion paper series / IZA 13 Management science : journal of the Institute for Operations Research and the Management Sciences 13 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 12 Journal of econometrics 11 Public choice 10 CESifo working papers 9 Sociological Methods & Research 9 CESifo Working Paper 8 International Journal of Biostatistics 8 Information systems research : ISR 6 Journal of Educational and Behavioral Statistics 6 Manufacturing & service operations management : M & SOM 6 RIETI discussion paper series 6 Stata Journal 6 CEMMAP working papers / Centre for Microdata Methods and Practice 5 DIW Discussion Papers 5 Discussion papers / Deutsches Institut für Wirtschaftsforschung 5 European journal of operational research : EJOR 5 MPRA Paper 5 Mathematica Policy Research Reports 5 The econometrics journal 5 Working Paper 5 cemmap working paper 5 Discussion papers / CEPR 4 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 4 Evaluation Review 4 IRTG 1792 Discussion Paper 4 IWH-Diskussionspapiere 4 Journal of historical political economy : JHPE 4 Journal of marketing research 4 Organizational research methods : ORM 4 U.C. Berkeley Division of Biostatistics Working Paper Series 4 Working papers / Harvard Business School, Division of Research 4 Discussion paper / Tinbergen Institute 3 Discussion paper series 3 Econometrica : journal of the Econometric Society, an internat. society for the advancement of economic theory in its relation to statistics and mathematics 3
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Source
All
ECONIS (ZBW) 423 RePEc 109 EconStor 88 Other ZBW resources 74 BASE 4
Showing 241 - 250 of 698
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Generalized synthetic control for testops at ABI : models, algorithms, and infrastructure
Costa, Luis; Farias, Vivek F.; Foncea, Patricio; Gan, … - In: INFORMS journal on applied analytics 53 (2023) 5, pp. 336-349
Persistent link: https://www.econbiz.de/10014383159
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Does noncompliance with COVID-19 regulations impact the depressive symptoms of others?
Oyenubi, Adeola; Kollamparambil, Uma - In: Economic modelling 120 (2023), pp. 1-10
Persistent link: https://www.econbiz.de/10014384175
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RCTs against the machine : can machine learning prediction methods recover experimental treatment effects?
Prest, Brian C.; Wichman, Casey J.; Palmer, Karen L. - In: Journal of the Association of Environmental and … 10 (2023) 5, pp. 1231-1264
Persistent link: https://www.econbiz.de/10014385032
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Synthetic learner : model-free inference on treatments over time
Viviano, Davide; Bradic, Jelena - In: Journal of econometrics 234 (2023) 2, pp. 691-713
Persistent link: https://www.econbiz.de/10014434362
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Demystifying Causal Inference : Public Policy Applications with R
Dayal, Vikram; Murugesan, Anand - 2023
John Snow and causal inference -- RStudio and R -- Regression and simulation -- Potential outcomes -- Causal graphs …This book provides an accessible introduction to causal inference and data analysis with R, specifically for a public … packages for specific causal inference techniques like ggdag, Matching, rdrobust, dosearch etc. are used in the book. The book …
Persistent link: https://www.econbiz.de/10014375030
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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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Institutional and macroeconomic stability mediate the effect of auctions on renewable energy capacity
Mac Clay, Pablo; Börner, Jan; Sellare, Jorge Luis - In: Energy policy 180 (2023), pp. 1-14
Persistent link: https://www.econbiz.de/10014479066
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Fewer clicks, more purchases
Unal, Murat; Park, Young-Hoon - In: Management science : journal of the Institute for … 69 (2023) 12, pp. 7317-7334
Persistent link: https://www.econbiz.de/10014444131
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Synthetic control with time varying coefficients a state space approach with Bayesian shrinkage
Klinenberg, Danny - In: Journal of business & economic statistics : JBES ; a … 41 (2023) 4, pp. 1065-1076
Persistent link: https://www.econbiz.de/10014448550
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From conditional quantile regression to marginal quantile estimation with applications to missing data and causal inference
Ma, Huijuan; Qin, Jing; Zhou, Yong - In: Journal of business & economic statistics : JBES ; a … 41 (2023) 4, pp. 1377-1390
Persistent link: https://www.econbiz.de/10014448657
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