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  • Search: subject:"Causal inference"
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Year of publication
Subject
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causal inference 236 Kausalanalyse 140 Causality analysis 137 Causal inference 71 Induktive Statistik 71 Statistical inference 71 Impact assessment 49 Wirkungsanalyse 49 Estimation theory 48 Schätztheorie 48 Theorie 47 Theory 46 Causal Inference 44 Artificial intelligence 30 Künstliche Intelligenz 30 Estimation 29 Schätzung 29 Regression analysis 22 Regressionsanalyse 22 machine learning 19 instrumental variables 15 IV-Schätzung 14 Instrumental variables 14 Experiment 13 Panel 13 Panel study 13 Nichtparametrisches Verfahren 12 Nonparametric statistics 12 propensity score 12 Econometrics 11 treatment effects 11 Ökonometrie 11 Coronavirus 10 difference-in-differences 10 Consumer behaviour 9 Konsumentenverhalten 9 COVID-19 8 Machine learning 8 Time series analysis 8 USA 8
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Online availability
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Free 360 CC license 53
Type of publication
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Book / Working Paper 241 Article 116 Other 3
Type of publication (narrower categories)
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Working Paper 197 Graue Literatur 137 Non-commercial literature 137 Arbeitspapier 127 Article in journal 47 Aufsatz in Zeitschrift 47 research-article 40 Article 16 Hochschulschrift 6 Aufsatzsammlung 4 Forschungsbericht 3 article-commentary 3 Conference Paper 2 Conference proceedings 2 Konferenzschrift 2 Conference paper 1 Konferenzbeitrag 1 Thesis 1 editorial 1 review-article 1
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Language
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English 319 Undetermined 34 German 4 Spanish 2 Italian 1
Author
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Potrafke, Niklas 10 Ruthardt, Fabian 10 Jacob, Daniel 7 Boumans, Dorine 6 Dettmann, Eva 6 Gründler, Klaus 6 Heiss, Florian 6 McFadden, Daniel 6 Naghi, Andrea A. 6 Stowasser, Till 6 Strobl, Renate 6 Weyh, Antje 6 Winter, Joachim 6 Wunsch, Conny 6 Wüthrich, Kaspar 6 Ahrens, Achim 5 Cabras, Stefano 5 Fidrmuc, Jan 5 Flores, Carlos A. 5 Flores-Lagunes, Alfonso 5 Graham, Bryan S. 5 Li, Fan 5 Narita, Yusuke 5 Sjölander, Arvid 5 Wiemann, Thomas 5 Xu, Mengshan 5 Ankel-Peters, Jörg 4 Baiardi, Anna 4 Behr, Sophie M. 4 Cassidy, Michael T. 4 Fetzer, Thiemo 4 Garg, Prashant 4 Huntington-Klein, Nick 4 Kitagawa, Toru 4 Köveker, Till 4 Marcus, Jan 4 Masselus, Lise 4 May, Nils 4 Mellace, Giovanni 4 Mercatanti, Andrea 4
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 7 Leibniz-Institut für Wirtschaftsforschung Halle 3 Agricultural and Applied Economics Association - AAEA 2 Department of Economics, School of Business 2 World Institute for Development Economic Research (UNU/WIDER), United Nations University 2 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 European Association of Agricultural Economists - EAAE 1 Institute for the Study of Labor (IZA) 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 43 IZA Discussion Papers 15 Discussion paper series / IZA 13 CESifo working papers 9 CESifo Working Paper 8 RIETI discussion paper series 6 CEMMAP working papers / Centre for Microdata Methods and Practice 5 DIW Discussion Papers 5 Discussion papers / Deutsches Institut für Wirtschaftsforschung 5 Epidemiologic Methods 5 MPRA Paper 5 Stata Journal 5 Working Paper 5 cemmap working paper 5 IRTG 1792 Discussion Paper 4 IWH-Diskussionspapiere 4 Working papers / Harvard Business School, Division of Research 4 Discussion paper / Tinbergen Institute 3 Discussion paper series 3 The econometrics journal 3 Tinbergen Institute Discussion Paper 3 Working paper 3 Working papers / Institute for Evaluation of Labour Market and Education Policy 3 Discussion Papers in Economics 2 Discussion paper / International Transport Forum 2 Discussion paper / University of Bristol, Department of Economics 2 Econometrics : open access journal 2 Econometrics papers 2 Environmental and resource economics 2 HEC Paris research paper series 2 I4R Discussion Paper Series 2 I4R discussion paper series 2 IWH Discussion Papers 2 International Transport Forum Discussion Paper 2 MPIDR working papers 2 Munich Discussion Paper 2 Münchener Wirtschaftswissenschaftliche Beiträge : VWL ; discussion papers 2 Sloan working papers 2 Stanford University Graduate School of Business research paper 2 WIDER Working Paper 2
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Source
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ECONIS (ZBW) 186 EconStor 88 Other ZBW resources 48 RePEc 34 BASE 4
Showing 1 - 10 of 360
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The impact of special economic zones on economic development : evidence from nightlight analysis in the Lao People's Democratic Republic
Phommachanh, Nilaphy - In: Asian development review : studies of Asian and pacific … 41 (2024) 2, pp. 81-105
economic activity in 148 districts from 1992 to 2021. Using counterfactual estimators for causal inference with time …
Persistent link: https://www.econbiz.de/10015120787
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Science parks in Taiwan and their value-adding contributions
Nobuya, Fukugawa; Chang, Kuo-I - 2025
Persistent link: https://www.econbiz.de/10015192496
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Forecasting China bond default with severe class-imbalanced data : a simple learning model with causal inference
Peng, Mike W.; Stern, Elisheva R.; Hu, Hanwen - In: Economic modelling 144 (2025), pp. 1-16
Persistent link: https://www.econbiz.de/10015195157
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The heterogeneous impact of the EU-Canada agreement with causal machine learning
Fontagné, Lionel; Micocci, Francesca; Rungi, Armando - 2025 - This version: January 2025
Persistent link: https://www.econbiz.de/10015196551
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What drives demand for playlists on Spotify?
Pachali, Max J.; Datta, Hannes - In: Marketing science 44 (2025) 1, pp. 54-64
Persistent link: https://www.econbiz.de/10015197187
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Reevaluating Midlife Well-being : The role of external and inherent factors
Li, Chao; Mi, Jie; Zhang, Jiaxu; Keeley, Alexander Ryota; … - 2025
Persistent link: https://www.econbiz.de/10015327763
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Assessing the Impact of Algorithmic Quantity Regulations on Sharing Platforms: Evidence from Airbnb in Paris
Tripathi, Shagun; Petropoulos, Georgios; Kyriakou, Harris - 2025
In recent years, several automated caps, or algorithmic quantity regulations (AQRs), have been deployed to police supply conditions in sharing economy platforms. AQRs constitute a paradigm shift in platform regulation, as they enable exhaustive, and low-cost enforcement, thus comprehensively...
Persistent link: https://www.econbiz.de/10015398714
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A fair price to pay : exploiting causal graphs for fairness in insurance
Côté, Olivier; Côté, Marie-Pier; Charpentier, Arthur - 2025
Persistent link: https://www.econbiz.de/10015397440
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The Sources of Researcher Variation in Economics
Huntington-Klein, Nick; Pörtner, Claus C.; Acharya, Yubraj - 2025
total of 146 research teams each completed the same causal inference task three times each: first with few constraints, then …
Persistent link: https://www.econbiz.de/10015339047
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Taking an extra moment to consider treatment effects on distributions
Heckley, Gawain; Petrie, Dennis - 2025
This paper introduces Parameter Estimation by Raw Moments (PERM), a flexible method for evaluating a policy's impact on the parameters of an outcome distribution. Such parameters include the variance (E[Y 2 ]-E[Y] 2 ), skewness and covariance of two outcomes. PERM simplifies distributional...
Persistent link: https://www.econbiz.de/10015394931
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