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  • Search: subject:"Double Machine Learning"
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Year of publication
Subject
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double machine learning 23 Artificial intelligence 22 Künstliche Intelligenz 22 Theorie 10 Theory 10 Causality analysis 8 Kausalanalyse 8 Double machine learning 7 Regression analysis 5 Regressionsanalyse 5 lasso 5 efficient score 4 inference 4 Greenhouse gas emissions 3 Induktive Statistik 3 Statistical inference 3 Treibhausgas-Emissionen 3 Unobserved heterogeneity 3 XGBoost 3 causal inference 3 k-means clustering 3 panel data 3 quantile regression 3 Agriculture 2 Air pollution 2 Amazon 2 Causal inference 2 Causal machine learning 2 Cluster analysis 2 Clusteranalyse 2 Credit risk 2 Double Machine Learning 2 Econometrics 2 Energy crisis 2 Energy policy 2 Estimation theory 2 Forecasting model 2 Impact assessment 2 Kreditrisiko 2 Landwirtschaft 2
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Online availability
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Free 35 CC license 6
Type of publication
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Book / Working Paper 23 Article 12
Type of publication (narrower categories)
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Working Paper 22 Graue Literatur 15 Non-commercial literature 15 Arbeitspapier 14 Article in journal 10 Aufsatz in Zeitschrift 10 Article 2 Aufsatzsammlung 1 Hochschulschrift 1
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Language
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English 35
Author
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Knaus, Michael C. 4 Beyhum, Jad 3 Chen, Jau-er 3 Gómez González, José Eduardo 3 Mugnier, Martin 3 Spindler, Martin 3 Uribe, Jorge 3 Valencia, Oscar M. 3 Behr, Sophie M. 2 Biewen, Martin 2 Chernozhukov, Victor 2 Chetverikov, Denis 2 Demirer, Mert 2 Duflo, Esther 2 Erhardt, Pascal 2 Farbmacher, Helmut 2 Gail, Maximilian Maurice 2 Heiler, Phillip 2 Huang, Chien-Hsun 2 Huber, Martin 2 Klotz, Phil-Adrian 2 Köveker, Till 2 Kücük, Merve 2 Lafférs, Lukás 2 Langen, Henrika 2 Newey, Whitney K. 2 Tien, Jia-Jyun 2 Angulo-Bustinza, Harold Delfín 1 Aruga, Ryo 1 Athey, Susan 1 Bach, Philipp Simeon 1 Baiardi, Anna 1 Ballinari, Daniele 1 Chen, Longtao 1 Chiba, Takashi 1 Chuang, Hui-Ching 1 Goshima, Keiichi 1 Han, Xianfeng 1 Hansen, Christian 1 Hansen, Christian Bailey 1
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Published in...
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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 DIW Discussion Papers 1 Digital Finance 1 Discussion papers / Deutsches Institut für Wirtschaftsforschung 1 Econometrics 1 Economics letters 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 international financial markets, institutions & money 1 MAGKS Joint Discussion Paper Series in Economics 1 Policy research working paper : WPS 1 Research in globalization 1 The econometrics journal 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) 25 EconStor 10
Showing 1 - 10 of 35
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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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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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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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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
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; … - 2024
Persistent link: https://www.econbiz.de/10015143885
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