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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
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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
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ECONIS (ZBW) 423 RePEc 109 EconStor 88 Other ZBW resources 74 BASE 4
Showing 41 - 50 of 698
Cover Image
Comparing methods for estimating causal treatment effects of administrative health data: A plasmode simulation study
Ress, Vanessa; Wild, Eva‐Maria - In: Health Economics 33 (2024) 12, pp. 2757-2777
Estimating the causal effects of health policy interventions is crucial for policymaking but is challenging when using real‐world administrative health care data due to a lack of methodological guidance. To help fill this gap, we conducted a plasmode simulation using such data from a recent...
Persistent link: https://www.econbiz.de/10015333156
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Causal claims in economics
Garg, Prashant; Fetzer, Thiemo - 2024
citation impact. While employing causal inference methods, introducing novel causal relationships, and engaging with less … graphs mapping economic concepts and their relationships, distinguishing between general claims and those supported by causal … inference methods. The share of causal claims within papers rose from about 4% in 1990 to 28% in 2020, reflecting the …
Persistent link: https://www.econbiz.de/10015101909
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Cover Image
Causal claims in economics
Garg, Prashant; Fetzer, Thiemo - 2024
citation impact. While employing causal inference methods, introducing novel causal relationships, and engaging with less … graphs mapping economic concepts and their relationships, distinguishing between general claims and those supported by causal … inference methods. The share of causal claims within papers rose from about 4% in 1990 to 28% in 2020, reflecting the …
Persistent link: https://www.econbiz.de/10015125252
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Econometric evaluation of the China-US trade war effects
Cai, Zongwu; Li, Jinyan - 2024
Persistent link: https://www.econbiz.de/10015386774
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Estimating treatment effects using observational data and experimental data with non-overlapping support
Han, Kevin; Wu, Han; Wu, Linjia; Shi, Yu; Liu, Canyao - In: Econometrics : open access journal 12 (2024) 3, pp. 1-11
When estimating treatment effects, the gold standard is to conduct a randomized experiment and then contrast outcomes associated with the treatment group and the control group. However, in many cases, randomized experiments are either conducted with a much smaller scale compared to the size of...
Persistent link: https://www.econbiz.de/10015133929
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Spot check on corporate disclosure quality : insights from policy learning
Zhang, Junsheng; Peng, Zezhi; Zeng, Yamin; Yang, Haisheng - In: Pacific-Basin finance journal 86 (2024), pp. 1-25
Persistent link: https://www.econbiz.de/10015094986
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Comparing methods for estimating causal treatment effects of administrative health data : a plasmode simulation study
Ress, Vanessa; Wild, Eva-Maria - In: Health economics 33 (2024) 12, pp. 2757-2777
Persistent link: https://www.econbiz.de/10015097262
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Employment effects of investment grants and firm heterogeneity : evidence from a staggered adoption approach
Dettmann, Eva; Titze, Mirko; Weyh, Antje - Leibniz-Institut für Wirtschaftsforschung Halle - 2024 - This version: 21.10.2024
This study estimates the firm-level employment effects of investment grants in Germany. In addition to the average treatment effect on the treated, we examine discrimination in the funding rules as potential source of effect heterogeneity. We combine a staggered difference-in-differences...
Persistent link: https://www.econbiz.de/10015077750
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Revisiting the stock market reactions to the private securities litigation against informational misconducts in China
Xu, Wenming; Wu, Zhicheng; Cai, Jianjun - 2024
Persistent link: https://www.econbiz.de/10015145223
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Don't ruin the surprise : temporal aggregation bias in structural innovations
Snudden, Stephen - 2024 - Updated: November 19, 2024
Persistent link: https://www.econbiz.de/10015132839
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