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  • Search: subject:"causal inference."
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Year of publication
Subject
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causal inference 410 Kausalanalyse 309 Causality analysis 306 Causal inference 210 Induktive Statistik 147 Statistical inference 147 Theorie 110 Theory 110 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 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 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 360 Undetermined 315 CC license 53
Type of publication
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Article 428 Book / Working Paper 268 Other 3
Type of publication (narrower categories)
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Article in journal 269 Aufsatz in Zeitschrift 269 Working Paper 204 Graue Literatur 144 Non-commercial literature 144 Arbeitspapier 134 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 582 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 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
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ECONIS (ZBW) 424 RePEc 109 EconStor 88 Other ZBW resources 74 BASE 4
Showing 291 - 300 of 699
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A note on a sensitivity analysis for unmeasured confounding, and the related E-value
Sjölander, Arvid - In: Journal of Causal Inference 8 (2020) 1, pp. 229-248
Abstract Unmeasured confounding is one of the most important threats to the validity of observational studies. In this paper we scrutinize a recently proposed sensitivity analysis for unmeasured confounding. The analysis requires specification of two parameters, loosely defined as the maximal...
Persistent link: https://www.econbiz.de/10014610900
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Improved Doubly Robust Estimation in Marginal Mean Models for Dynamic Regimes
Sun, Hao; Ertefaie, Ashkan; Lu, Xin; Johnson, Brent A. - In: Journal of Causal Inference 8 (2020) 1, pp. 300-314
efficiency. They have become a popular tool in causal inference, including applications to dynamic treatment regimes. The doubly …
Persistent link: https://www.econbiz.de/10014610903
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Effects of eligibility for central bank purchases on corporate bond spreads
Mäkinen, Taneli; Li, Fan; Mercatanti, Andrea; … - 2020
Persistent link: https://www.econbiz.de/10012585884
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Way off: the effect of minimum distance regulation on the deployment of wind power
Stede, Jan; May, Nils - 2020
Several countries and regions have introduced mandatory minimum distances of wind turbines to nearby residential areas, in order to increase public acceptance of wind power. Germany’s largest federal state Bavaria introduced such separation distances of ten times the height of new wind...
Persistent link: https://www.econbiz.de/10012215098
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Using difference-in-differences to identify causal effects of COVID-19 policies
Goodman-Bacon, Andrew; Marcus, Jan - 2020
Policymakers have implemented a wide range of non-pharmaceutical interventions to fight the spread of COVID-19. Variation in policies across jurisdictions and over time strongly suggests a difference-in-differences (DD) research design to estimate causal effects of counter-COVID measures. We...
Persistent link: https://www.econbiz.de/10012215275
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Consumption vouchers during COVID-19 : evidence from e-commerce
Wu, Di; Nair, Harikesh; Geng, Tong - 2020 - This version: Aug 21, 2020
As households reduce discretionary spending in response to the COVID-19 pandemic, concerns are high that a resulting fall in aggregate demand can lead to a lasting recession post-COVID-19. Consequently, policies aimed at stimulating consumer spending are of key interest to governments working to...
Persistent link: https://www.econbiz.de/10012264675
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The inclusive synthetic control method
Di Stefano, Roberta; Mellace, Giovanni - 2020
Persistent link: https://www.econbiz.de/10012383903
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Effects of eligibility for central bank purchases on corporate bond spreads
Mäkinen, Taneli; Li, Fan; Mercatanti, Andrea; … - 2020
Persistent link: https://www.econbiz.de/10012385404
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Protectionism and economic growth : causal evidence from the first era of globalization
Potrafke, Niklas; Ruthardt, Fabian; Wüthrich, Kaspar - 2020
We investigate how protectionist policies influence economic growth. Our empirical strategy exploits an extraordinary tax scandal that gave rise to an unexpected change of government in Sweden. A free-trade majority in parliament was overturned by a protectionist majority in 1887. We employ the...
Persistent link: https://www.econbiz.de/10012387616
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The changing dynamics of board independence : a copula based quantile regression approach
Kim, Jong-Min; Cho, Chan Ho; Jun, Chulhee; Kim, Won Yong - In: Journal of risk and financial management : JRFM 13 (2020) 11/254, pp. 1-21
This paper examines the effect of board characteristics, especially board independence, on firm performance from a dynamic perspective through copula-based quantile regression approaches, which allow us to focus on changes at different points in the distribution of board characteristics. We find...
Persistent link: https://www.econbiz.de/10012389856
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