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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)
All
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
All
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
All
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...
All
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 31 - 40 of 703
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/10015110232
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Estimating causal effects with observational data: Guidelines for agricultural and applied economists
Henningsen, Arne; Low, Guy; Wuepper, David; Dalhaus, Tobias - 2024
Most research questions in agricultural and applied economics are of a causal nature, i.e., how one or more variables (e.g., policies, prices, the weather) affect one or more other variables (e.g., the welfare of individuals or the society, the demanded or produced quantity, pollution). Only a...
Persistent link: https://www.econbiz.de/10015165791
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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/10015175265
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Lost in the design space? Construct validity in the microfinance literature
Masselus, Lise; Petrik, Christina; Ankel-Peters, Jörg - 2024
While results from individual Randomized Controlled Trials (RCTs) often do not hold beyond their setting, the accumulation of many RCTs can be used to guide policy. But how many studies are required to confidently generalize? Our paper examines construct validity, an often neglected yet...
Persistent link: https://www.econbiz.de/10015053554
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Consumer memory and competitive interference : the case of auto insurance advertising
Sahni, Navdeep S.; Yang, Yifan - 2024
Persistent link: https://www.econbiz.de/10015191736
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The effect of fire-induced forest-degradation on rainfall : a causal inference analysis of the case of the Brazilian Amazon
Silva, Thiago Fonseca Morello Ramalho da - In: World development sustainability 5 (2024), pp. 1-13
diversity of fine-grained satellite measurements with causal inference techniques. Results show that agricultural fires increase …
Persistent link: https://www.econbiz.de/10015194185
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A structured comparison of causal machine learning methods to assess heterogeneous treatment effects in spatial data
Credit, Kevin; Lehnert, Matthew - In: Journal of geographical systems : geographical … 26 (2024) 4, pp. 483-510
Persistent link: https://www.econbiz.de/10015182167
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The effect of plough agriculture on gender roles : a machine learning approach
Baiardi, Anna; Naghi, Andrea A. - In: Journal of applied econometrics 39 (2024) 7, pp. 1396-1402
Persistent link: https://www.econbiz.de/10015156865
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Impact of time-saving technology on household electricity consumption : an automatic vacuum cleaner distribution experiment in Japan
Mizobuchi, Ken'ichi; Hiroaki, Yamagami - In: Ecological economics 223 (2024), pp. 1-14
Persistent link: https://www.econbiz.de/10015158017
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Cover Image
Estimating causal effects with observational data guidelines for agricultural and applied economists
Henningsen, Arne; Low, Guy; Wuepper, David; Dalhaus, Tobias - 2024
Most research questions in agricultural and applied economics are of a causal nature, i.e., how one or more variables (e.g., policies, prices, the weather) affect one or more other variables (e.g., the welfare of individuals or the society, the demanded or produced quantity, pollution). Only a...
Persistent link: https://www.econbiz.de/10015162983
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