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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 35 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 inference 4
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Online availability
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Free 50 Undetermined 35 CC license 9
Type of publication
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Article 58 Book / Working Paper 27
Type of publication (narrower categories)
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Article in journal 55 Aufsatz in Zeitschrift 55 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
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) 73 EconStor 12
Showing 1 - 10 of 85
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Monetary tightening and corporate default risk : evidence from floating-rate debt exposure
Şengül, Aykut; Çinko, Levent - 2026
Persistent link: https://www.econbiz.de/10015647294
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A practical guide to instrumental variables methods with heterogeneous treatment effects
Słoczyński, Tymon; Sun, Liyang; Uysal, Selver Derya - 2026
Instrumental variables (IV) methods are central to applied microeconomics. While classical approaches assume linear models with constant effects, recent literature has shifted toward the local average treatment effect (LATE) framework to accommodate heterogeneous treatment effects. This paper...
Persistent link: https://www.econbiz.de/10015651311
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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/10015331673
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Corporate cash policy and double machine learning
Movaghari, Hadi; Tsoukas, Serafeim; Vagenas-Nanos, Evangelos - In: International journal of finance & economics : IJFE 30 (2025) 3, pp. 3261-3279
Persistent link: https://www.econbiz.de/10015482611
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Research on wage distortion in R&D and innovation activities : evidence from China's listed manufacturing enterprises
Ding, Yijiu; Li, Bo; Lan, Dahai; Yu, Chunrong; Zhang, … - In: International review of economics & finance : IREF 102 (2025), pp. 1-14
Persistent link: https://www.econbiz.de/10015463642
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Judicial informatization and digital transformation : evidence from the establishment of the internet court
Zheng, Panpan; Li, Zhen; Zhuang, Ziyin; Xiao, Shuai - In: Applied economics letters 32 (2025) 15, pp. 2145-2152
Persistent link: https://www.econbiz.de/10015508656
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Sensitivity analysis for treatment effects in difference-in-differences models using Riesz Rrepresentation
Bach, Philipp; Klaaßen, Sven; Kück, 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/10015472357
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Sovereign debt cost and economic complexity
Gómez González, José Eduardo; Uribe, Jorge; … - In: Journal of international financial markets, … 99 (2025), pp. 1-24
Persistent link: https://www.econbiz.de/10015405719
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Research on the impact of the integration of digital economy and real economy on China's domestic value chain resilience
Huo, Chunhui; Bian, Shengkai; He, Di; Lv, Mengxiao - In: Digital economy and sustainable development 3 (2025) 1, pp. 1-14
The integration of the digital economy and the real economy plays a pivotal role in building a high-level, self-reliant, and robust national economic circulation system. Drawing on theories of intra-product specialization and industrial linkage, this study innovatively explores the impact of...
Persistent link: https://www.econbiz.de/10015627813
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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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