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  • Search: subject:"Double machine learning"
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Year of publication
Subject
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Artificial intelligence 39 Künstliche Intelligenz 39 double machine learning 28 Double machine learning 17 Causality analysis 12 Kausalanalyse 12 Theorie 12 Theory 12 Regression analysis 6 Regressionsanalyse 6 Estimation theory 5 Impact assessment 5 Schätztheorie 5 Wirkungsanalyse 5 efficient score 5 lasso 5 Double Machine Learning 4 Forecasting model 4 Greenhouse gas emissions 4 Prognoseverfahren 4 Robust statistics 4 Robustes Verfahren 4 Treibhausgas-Emissionen 4 inference 4 Air pollution 3 Causal inference 3 Causal machine learning 3 Induktive Statistik 3 Learning process 3 Lernprozess 3 Luftverschmutzung 3 Neural networks 3 Neuronale Netze 3 Statistical inference 3 Unobserved heterogeneity 3 XGBoost 3 causal inference 3 double robustness 3 k-means clustering 3 panel data 3
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Online availability
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Free 35 Undetermined 19 CC license 6
Type of publication
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Article 31 Book / Working Paper 23
Type of publication (narrower categories)
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Article in journal 29 Aufsatz in Zeitschrift 29 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 54
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 Gómez González, José Eduardo 3 Mugnier, Martin 3 Uribe, Jorge 3 Valencia, Oscar M. 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 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 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 China economic review 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 Asian economics 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 Journal of international financial markets, institutions & money 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 Pacific-Basin finance journal 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) 44 EconStor 10
Showing 1 - 10 of 54
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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
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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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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Cover Image
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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