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  • Search: subject:"Double Machine Learning"
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Year of publication
Subject
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Artificial intelligence 68 Künstliche Intelligenz 68 double machine learning 36 Double machine learning 32 Causality analysis 20 Kausalanalyse 20 Theorie 15 Theory 15 China 13 Greenhouse gas emissions 9 Treibhausgas-Emissionen 9 Double Machine Learning 7 Estimation theory 7 Schätztheorie 7 Impact assessment 6 Innovation 6 Regression analysis 6 Regressionsanalyse 6 Wirkungsanalyse 6 Air pollution 5 Climate protection 5 Digitalisierung 5 Digitization 5 Energy policy 5 Forecasting model 5 Klimaschutz 5 Luftverschmutzung 5 Prognoseverfahren 5 efficient score 5 lasso 5 Energiepolitik 4 Induktive Statistik 4 Productivity 4 Produktivität 4 Robust statistics 4 Robustes Verfahren 4 Statistical inference 4 Technischer Fortschritt 4 Technological change 4 causal inference 4
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Online availability
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Free 51 Undetermined 35 CC license 10
Type of publication
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Article 59 Book / Working Paper 27
Type of publication (narrower categories)
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Article in journal 56 Aufsatz in Zeitschrift 56 Working Paper 26 Graue Literatur 18 Non-commercial literature 18 Arbeitspapier 17 Article 3 Aufsatzsammlung 1 Hochschulschrift 1
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Language
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English 85 German 1
Author
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Spindler, Martin 6 Huber, Martin 4 Knaus, Michael C. 4 Lafférs, Lukás 4 Uribe, Jorge 4 Beyhum, Jad 3 Chen, Jau-er 3 Gómez González, José Eduardo 3 Heiler, Phillip 3 Mugnier, Martin 3 Valencia, Oscar M. 3 Angulo-Bustinza, Harold Delfín 2 Bach, Philipp 2 Behr, Sophie M. 2 Biewen, Martin 2 Chernozhukov, Victor 2 Chetverikov, Denis 2 Chuang, Hui-Ching 2 Demirer, Mert 2 Ding, Yijiu 2 Duflo, Esther 2 Erhardt, Pascal 2 Farbmacher, Helmut 2 Gail, Maximilian Maurice 2 Hansen, Christian 2 Henao-Rodríguez, Carolina 2 Huang, Chien-Hsun 2 Klaaßen, Sven 2 Klotz, Phil-Adrian 2 Köveker, Till 2 Kücük, Merve 2 Langen, Henrika 2 Li, Bo 2 Li, Cheng 2 Lis-Gutiérrez, Jenny-Paola 2 Mattes, Mara 2 Newey, Whitney K. 2 Oyenubi, Adeola 2 Tang, Jiaxuan 2 Tien, Jia-Jyun 2
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Published in...
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Energy economics 6 The econometrics journal 4 Applied economics 3 Discussion paper series 3 Energy policy : the international journal of the political, economic, planning, environmental and social aspects of energy 3 IZA Discussion Papers 3 International review of financial analysis 3 Working paper 3 CEMMAP working papers / Centre for Microdata Methods and Practice 2 Econometrics : open access journal 2 Economics letters 2 International review of economics & finance : IREF 2 Journal of econometrics 2 Research in international business and finance 2 cemmap working paper 2 Agricultural economics : the journal of the International Association of Agricultural Economists 1 Applied economics letters 1 CESifo working papers 1 China economic review 1 Chinese journal of population, resources and environment 1 DIW Discussion Papers 1 Digital Finance 1 Digital economy and sustainable development 1 Digital finance : smart data analytics, investment innovation, and financial technology 1 Discussion Paper 1 Discussion paper 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 change & restructuring 1 Economic modelling 1 Emerging markets, finance & trade : a journal of the Society for the Study of Emerging Markets 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 Energy strategy reviews 1 IDB Working Paper Series 1 IMES discussion paper series / Englische Ausgabe 1 International Journal of Financial Studies : open access journal 1 International journal of finance & economics : IJFE 1 Joint discussion paper series in economics : publ. by the Universities of Aachen, Gießen, Göttingen, Kassel, Marburg, Siegen 1 Journal of Asian economics 1
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Source
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ECONIS (ZBW) 74 EconStor 12
Showing 11 - 20 of 86
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Fuel stacking, housing quality, and health disparities in rural South Africa : a double machine learning approach
Zenelabden, Nouran; Oyenubi, Adeola; Dikgang, Johane - In: Energy economics 151 (2025), pp. 1-18
Persistent link: https://www.econbiz.de/10015613758
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Understanding energy savings in a crisis: The role of prices and non-monetary factors
Behr, Sophie M.; Köveker, Till; Kücük, Merve - 2025
Russia's invasion of Ukraine in 2022 was accompanied by a significant reduction of its gas supply to Europe, causing sharp energy price surges and prompting governments to respond with public appeals and programs aimed at reducing consumption. This paper investigates the effects of price...
Persistent link: https://www.econbiz.de/10015333664
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Sensitivity analysis for treatment effects in difference-in-differences models using Riesz Rrepresentation
Bach, Philipp; Klaaßen, Sven; Kueck, Jannis; Mattes, Mara - 2025
Machine Learning and extends previous work on sensitivity analysis based on Riesz Representation in cross-sectional settings … transparently assess and communicate the credibility of their causal estimation results. Our method focuses on estimation by Double …
Persistent link: https://www.econbiz.de/10015472610
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How do Chinese urban investment bonds affect its economic resilience? : evidence from double machine learning
Fang, Yan; Liu, Yinglin; Yang, Yi; Lucey, Brian M.; … - In: Research in international business and finance 74 (2025), pp. 1-13
Persistent link: https://www.econbiz.de/10015606489
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Investment in intangible assets and economic complexity
Uribe, Jorge - In: Research policy : policy, management and economic … 54 (2025) 1, pp. 1-14
Persistent link: https://www.econbiz.de/10015564333
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Data asset disclosure and stock price crash risk : a double machine learning study of Chinese A share firms
Zhou, Junzuo; Zhu, Zhaoyang; Wang, Huimeng; Gong, Yuki; … - In: International Journal of Financial Studies : open … 13 (2025) 4, pp. 1-33
. A double machine learning framework is employed to flexibly control for high-dimensional confounders, and the results …
Persistent link: https://www.econbiz.de/10015590753
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New energy demonstration city policy and urban energy system resilience : evidence from China
Peng, Jia-Hui; Wang, Ke-Liang; Zhang, Zhen-Hua - In: Energy strategy reviews 62 (2025), pp. 1-16
apply a Double Machine Learning (DML) framework to address endogeneity and high-dimensional control variables. The findings …
Persistent link: https://www.econbiz.de/10015596653
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Calibrating doubly-robust estimators with unbalanced treatment assignment
Ballinari, Daniele - In: Economics letters 241 (2024), pp. 1-8
Persistent link: https://www.econbiz.de/10015078634
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Unveiling greenwashing in Colombian manufacturing : A machine learning approach
Henao-Rodríguez, Carolina; Lis-Gutiérrez, Jenny-Paola; … - In: Research in globalization 8 (2024), pp. 1-14
Classification, Random Forest, Logistic Regression) and the double machine learning technique to identify causal effects and …
Persistent link: https://www.econbiz.de/10015047813
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Afraid of automation? : choose your training carefully
Košťálová, Zuzana; Lafférs, Lukás; Štefánik, … - 2024
Persistent link: https://www.econbiz.de/10014525842
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