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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 471 - 480 of 703
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Beyond overall treatment effects : leveraging covariates in randomized experiments guided by causal structure
Tafti, Ali; Shmueli, Galit - In: Information systems research : ISR 31 (2020) 4, pp. 1183-1199
Persistent link: https://www.econbiz.de/10012493784
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Nonperforming loans and competing rules of monetary policy : a statistical identification approach
Brancaccio, Emiliano; Califano, Andrea; Lopreite, Milena; … - In: Structural change and economic dynamics : SC+ED 53 (2020), pp. 127-136
Persistent link: https://www.econbiz.de/10012499453
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Quantifying the impacts of air transportation on economic productivity : a quasi-experimental causal analysis
Carbo, Jose M.; Graham, Daniel J. - In: Economics of transportation : the official journal of … 24 (2020), pp. 1-13
Persistent link: https://www.econbiz.de/10012654684
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Doubly robust difference-in-differences estimators
Sant'Anna, Pedro H. C.; Zhao, Jun - In: Journal of econometrics 219 (2020) 1, pp. 101-122
Persistent link: https://www.econbiz.de/10012483192
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Identification and efficiency bounds for the average match function under conditionally exogenous matching
Graham, Bryan S.; Imbens, Guido; Ridder, Geert - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 2, pp. 303-316
Persistent link: https://www.econbiz.de/10012262476
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From data to causes I: building a general cross-lagged panel model (GCLM)
Zyphur, Michael J.; Allison, Paul D.; Tay, Louis; … - In: Organizational research methods : ORM 23 (2020) 4, pp. 651-687
This is the first paper in a series of two that synthesizes, compares, and extends methods for causal inference with … introductory GCLM presentation at https://youtu.be/tHnnaRNPbXs. We conclude with a discussion of issues surrounding causal … inference. …
Persistent link: https://www.econbiz.de/10012289293
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From data to causes II: comparing approaches to panel data analysis
Zyphur, Michael J.; Voelkle, Manuel C; Tay, Louis; … - In: Organizational research methods : ORM 23 (2020) 4, pp. 688-716
propose. We conclude with a discussion of issues regarding causal inference, including difficulties in separating different …
Persistent link: https://www.econbiz.de/10012289309
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"Let the sunshine in" : the impact of industry payment disclosure on physician prescription behavior
Guo, Tong; Sriram, S.; Manchanda, Puneet - In: Marketing science 39 (2020) 3, pp. 516-539
Persistent link: https://www.econbiz.de/10012294680
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Regression discontinuity designs based on population thresholds: Pitfalls and solutions
Eggers, Andrew C.; Freier, Ronny; Grembi, Veronica; … - 2015
In many countries, important features of municipal government (such as the electoral system, mayors' salaries, and the number of councillors) depend on whether the municipality is above or below arbitrary population thresholds. Several papers have used a regression discontinuity design (RDD) to...
Persistent link: https://www.econbiz.de/10011335361
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Employment Effect of Innovation
Kancs, D'Artis; Siliverstovs, Boriss - 2015
The present paper estimates and decomposes the employment effect of innovation by R&D intensity levels. Our microeconometric analysis is based on a large international panel data set from the EU Industrial R&D Investment Scoreboard. Employing flexible semi-parametric methods - the generalised...
Persistent link: https://www.econbiz.de/10012055282
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