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  • Search: subject:"Double Machine Learning"
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Year of publication
Subject
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Artificial intelligence 37 Künstliche Intelligenz 37 double machine learning 28 Double machine learning 14 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 16 CC license 6
Type of publication
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Article 27 Book / Working Paper 23
Type of publication (narrower categories)
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Article in journal 25 Aufsatz in Zeitschrift 25 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 50
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 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) 40 EconStor 10
Showing 1 - 10 of 50
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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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Cover Image
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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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
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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/10014533980
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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/10014563887
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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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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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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
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Cover Image
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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