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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 21 - 30 of 86
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Using post-regularization distribution regression to measure the effects of a minimum wage on hourly wages, hours worked and monthly earnings
Biewen, Martin; Erhardt, Pascal - 2024
We evaluate the distributional effects of a minimum wage introduction based on a data set with a moderate sample size but a large number of potential covariates. Therefore, the selection of relevant control variables at each distributional threshold is crucial to test hypotheses about the impact...
Persistent link: https://www.econbiz.de/10014507661
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Counterfactual evaluation of two Austrian agri-environmental schemes in 2014-2018
Uehleke, Reinhard; Leonhardt, Heidi; Hüttel, Silke - In: Agricultural economics : the journal of the … 55 (2024) 1, pp. 27-40
Persistent link: https://www.econbiz.de/10014474467
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Sovereign risk and economic complexity
Gómez González, José Eduardo; Uribe, Jorge; … - 2024
This paper investigates how a country's economic complexity influences its sovereign yield spread with respect to the United States. Notably, a one-unit increase in the Economic Complexity Index is associated with a reduction of about 87 basis points in the 10-year yield spread. However, this...
Persistent link: https://www.econbiz.de/10014536288
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Digital intelligence and synergy of pollution reduction and carbon reduction : "dividend" or "gap"?
Li, Jiajia; Han, Xianfeng; Zhang, Tonglei; Xiao, Jian; … - In: Chinese journal of population, resources and environment 22 (2024) 4, pp. 389-398
China from 2010 to 2020, developed a DI indicator system for these cities and employed a double machine learning algorithm …
Persistent link: https://www.econbiz.de/10015179503
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Inference after discretizing unobserved heterogeneity
Beyhum, Jad; Mugnier, Martin - 2024
Persistent link: https://www.econbiz.de/10015176827
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Analysis of the impact of resource misallocation and socialized services on low-carbon agricultural production with DML based on random forest
Yang, Yifei; Lian, Dapeng; Zhang, Yanan; Wang, Dongxuan; … - In: International review of economics & finance : IREF 95 (2024), pp. 1-11
Persistent link: https://www.econbiz.de/10015143885
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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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Cover Image
Inference after discretizing unobserved heterogeneity
Beyhum, Jad; Mugnier, Martin - 2024
cluster. Our approach shares similarities with methods from the double machine learning literature, as the underlying moment …
Persistent link: https://www.econbiz.de/10015168551
Saved in:
Cover Image
Inference after discretizing unobserved heterogeneity
Beyhum, Jad; Mugnier, Martin - 2024
cluster. Our approach shares similarities with methods from the double machine learning literature, as the underlying moment …
Persistent link: https://www.econbiz.de/10015193955
Saved in:
Cover Image
Using Post-Regularization Distribution Regression to Measure the Effects of a Minimum Wage on Hourly Wages, Hours Worked and Monthly Earnings
Biewen, Martin; Erhardt, Pascal - 2024
We evaluate the distributional effects of a minimum wage introduction based on a data set with a moderate sample size but a large number of potential covariates. Therefore, the selection of relevant control variables at each distributional threshold is crucial to test hypotheses about the impact...
Persistent link: https://www.econbiz.de/10014533980
Saved in:
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