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  • Search: subject:"causal inference"
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Year of publication
Subject
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causal inference 411 Kausalanalyse 312 Causality analysis 309 Causal inference 211 Induktive Statistik 147 Statistical inference 147 Theorie 111 Theory 111 Estimation theory 93 Schätztheorie 93 Impact assessment 91 Wirkungsanalyse 91 Artificial intelligence 63 Künstliche Intelligenz 63 Causal Inference 53 Estimation 53 Schätzung 53 Experiment 43 machine learning 38 Consumer behaviour 34 Konsumentenverhalten 34 Regression analysis 34 Regressionsanalyse 34 Instrumental variables 29 Econometrics 27 IV-Schätzung 27 Ökonometrie 26 instrumental variables 24 Nichtparametrisches Verfahren 20 Nonparametric statistics 20 Coronavirus 19 Panel 19 Panel study 19 difference-in-differences 18 propensity score 18 Matching 15 treatment effects 15 COVID-19 14 Machine learning 14 Bayesian inference 13
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Online availability
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Free 362 Undetermined 317 CC license 53
Type of publication
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Article 430 Book / Working Paper 270 Other 3
Type of publication (narrower categories)
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Article in journal 271 Aufsatz in Zeitschrift 271 Working Paper 206 Graue Literatur 146 Non-commercial literature 146 Arbeitspapier 136 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 586 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 Huntington-Klein, Nick 5 Imbens, Guido 5 Mellace, Giovanni 5 Mercatanti, Andrea 5 Raunig, Burkhard 5 Wiemann, Thomas 5 Xu, Mengshan 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 Management science : journal of the Institute for Operations Research and the Management Sciences 15 Marketing science 14 Discussion paper series / IZA 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) 428 RePEc 109 EconStor 88 Other ZBW resources 74 BASE 4
Showing 241 - 250 of 703
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Geographic difference-in-discontinuities
Butts, Kyle - In: Applied economics letters 30 (2023) 5, pp. 615-619
Persistent link: https://www.econbiz.de/10013553740
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On distinguishing the direct causal effect of an intervention from its efficiency-enhancing effects
Badunenko, Oleg; D'Inverno, Giovanna; De Witte, Kristof - In: European journal of operational research : EJOR 310 (2023) 1, pp. 432-447
Persistent link: https://www.econbiz.de/10014340187
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Using causal graphs to test for the direction of instantaneous causality between economic policy uncertainty and stock market volatility
Raunig, Burkhard - In: Empirical economics : a quarterly journal of the … 65 (2023) 4, pp. 1579-1598
Persistent link: https://www.econbiz.de/10014388833
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The long-term effects of mass layoffs : do local economies (ever) recover?
Celli, Viviana; Cerqua, Augusto; Pellegrini, Guido - In: Journal of economic geography 23 (2023) 5, pp. 1121-1144
Persistent link: https://www.econbiz.de/10014391432
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Frontiers : estimating the long-term impact of major events on consumption patterns : evidence from COVID-19
Oblander, Shin; McCarthy, Daniel - In: Marketing science 42 (2023) 5, pp. 839-852
Persistent link: https://www.econbiz.de/10014393380
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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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