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  • Search: subject:"Double Machine Learning"
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Year of publication
Subject
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Artificial intelligence 38 Künstliche Intelligenz 38 double machine learning 28 Double machine learning 15 Causality analysis 12 Kausalanalyse 12 Theorie 11 Theory 11 Regression analysis 6 Regressionsanalyse 6 Estimation theory 5 Schätztheorie 5 efficient score 5 lasso 5 Double Machine Learning 4 Forecasting model 4 Impact assessment 4 Prognoseverfahren 4 Robust statistics 4 Robustes Verfahren 4 Wirkungsanalyse 4 inference 4 Causal inference 3 Causal machine learning 3 Greenhouse gas emissions 3 Induktive Statistik 3 Learning process 3 Lernprozess 3 Neural networks 3 Neuronale Netze 3 Statistical inference 3 Treibhausgas-Emissionen 3 Unobserved heterogeneity 3 causal inference 3 double robustness 3 k-means clustering 3 panel data 3 quantile regression 3 Agency theory 2 Agriculture 2
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Online availability
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Free 34 Undetermined 17 CC license 6
Type of publication
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Article 28 Book / Working Paper 23
Type of publication (narrower categories)
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Article in journal 26 Aufsatz in Zeitschrift 26 Working Paper 22 Graue Literatur 15 Non-commercial literature 15 Arbeitspapier 14 Article 2 Aufsatzsammlung 1 Hochschulschrift 1
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Language
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English 51
Author
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Huber, Martin 4 Knaus, Michael C. 4 Lafférs, Lukás 4 Spindler, Martin 4 Beyhum, Jad 3 Chen, Jau-er 3 Mugnier, Martin 3 Behr, Sophie M. 2 Biewen, Martin 2 Chernozhukov, Victor 2 Chetverikov, Denis 2 Chuang, Hui-Ching 2 Demirer, Mert 2 Duflo, Esther 2 Erhardt, Pascal 2 Farbmacher, Helmut 2 Gail, Maximilian Maurice 2 Gómez González, José Eduardo 2 Heiler, Phillip 2 Huang, Chien-Hsun 2 Klotz, Phil-Adrian 2 Köveker, Till 2 Kücük, Merve 2 Langen, Henrika 2 Newey, Whitney K. 2 Tien, Jia-Jyun 2 Uribe, Jorge 2 Valencia, Oscar M. 2 Wasserbacher, Helmut 2 Agostini, Eleonora 1 Angulo-Bustinza, Harold Delfín 1 Aruga, Ryo 1 Athey, Susan 1 Bach, Philipp Simeon 1 Baiardi, Anna 1 Ballinari, Daniele 1 Bia, Michela 1 Bian, Yong 1 Bloise, Francesco 1 Bodory, Hugo 1
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Published in...
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The econometrics journal 4 Discussion paper series / IZA 3 IZA Discussion Papers 3 Working paper 3 CEMMAP working papers / Centre for Microdata Methods and Practice 2 Econometrics : open access journal 2 cemmap working paper 2 Agricultural economics : the journal of the International Association of Agricultural Economists 1 Applied economics 1 Chinese journal of population, resources and environment 1 DIW Discussion Papers 1 Digital Finance 1 Digital finance : smart data analytics, investment innovation, and financial technology 1 Discussion papers / Deutsches Institut für Wirtschaftsforschung 1 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 1 Econometrics 1 Economic modelling 1 Economics letters 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 Energy economics 1 Energy policy : the international journal of the political, economic, planning, environmental and social aspects of energy 1 IDB Working Paper Series 1 IMES discussion paper series / Englische Ausgabe 1 Joint discussion paper series in economics : publ. by the Universities of Aachen, Gießen, Göttingen, Kassel, Marburg, Siegen 1 Journal of applied econometrics 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Journal of business research : JBR 1 Journal of econometrics 1 MAGKS Joint Discussion Paper Series in Economics 1 Management science : journal of the Institute for Operations Research and the Management Sciences 1 Managerial and decision economics : MDE ; the international journal of research and progress in management economics 1 Pacific-Basin finance journal 1 Policy research working paper : WPS 1 Research in globalization 1 Tourism management : research, policies, practice 1 Working papers / Institute of Economic Research SAS 1 Working papers SES 1 World Bank E-Library Archive 1
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Source
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ECONIS (ZBW) 41 EconStor 10
Showing 21 - 30 of 51
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Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
Heiler, Phillip; Knaus, Michael C. - 2022
Binary treatments are often ex-post aggregates of multiple treatments or can be disaggregated into multiple treatment versions. Thus, effects can be heterogeneous due to either effect or treatment heterogeneity. We propose a decomposition method that uncovers masked heterogeneity, avoids...
Persistent link: https://www.econbiz.de/10013426429
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Effect or treatment heterogeneity? : policy evaluation with aggregated and disaggregated treatments
Heiler, Phillip; Knaus, Michael C. - 2022
Binary treatments are often ex-post aggregates of multiple treatments or can be disaggregated into multiple treatment versions. Thus, effects can be heterogeneous due to either effect or treatment heterogeneity. We propose a decomposition method that uncovers masked heterogeneity, avoids...
Persistent link: https://www.econbiz.de/10013382073
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CO2 emissions and corporate performance : Japan's evidence with double machine learning
Aruga, Ryo; Goshima, Keiichi; Chiba, Takashi - 2022
Persistent link: https://www.econbiz.de/10013471158
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Causal mediation analysis with double machine learning
Farbmacher, Helmut; Huber, Martin; Lafférs, Lukás; … - In: The econometrics journal 25 (2022) 2, pp. 277-300
Persistent link: https://www.econbiz.de/10013253832
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The mind in the machine : estimating mind perception's effect on user satisfaction with voice-based conversational agents
Yoganathan, Vignesh; Osburg, Victoria-Sophie - In: Journal of business research : JBR 175 (2024), pp. 1-10
Persistent link: https://www.econbiz.de/10014549659
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Influence via ethos : on the persuasive power of reputation in deliberation online
Manzoor, Emaad; Chen, George H.; Lee, Dokyun; Smith, … - In: Management science : journal of the Institute for … 70 (2024) 3, pp. 1613-1634
Persistent link: https://www.econbiz.de/10014515097
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Double machine learning for sample selection models
Bia, Michela; Huber, Martin; Lafférs, Lukás - In: Journal of business & economic statistics : JBES ; a … 42 (2024) 3, pp. 958-969
Persistent link: https://www.econbiz.de/10015053512
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Can official development assistance promote renewable energy in sub-Saharan Africa countries? : a matter of institutional transparency of recipient countries
Guo, Jiaqi; Wang, Qiang; Li, Rongrong - In: Energy policy : the international journal of the … 186 (2024), pp. 1-11
Persistent link: https://www.econbiz.de/10015114592
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Vaccination policy and mortality from COVID-19 in the European Union
Agostini, Eleonora; Bloise, Francesco; Tancioni, … - In: The econometrics journal 27 (2024) 2, pp. 299-322
Persistent link: https://www.econbiz.de/10015046378
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Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls
Wasserbacher, Helmut; Spindler, Martin - In: Digital Finance 4 (2021) 1, pp. 63-88
the naive application of machine learning usually fails in this context, the recently developed double machine learning …
Persistent link: https://www.econbiz.de/10014501359
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