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  • Search: subject:"Double Machine Learning"
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Year of publication
Subject
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Artificial intelligence 38 Künstliche Intelligenz 38 double machine learning 28 Double machine learning 15 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 17 CC license 6
Type of publication
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Article 28 Book / Working Paper 23
Type of publication (narrower categories)
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Article in journal 26 Aufsatz in Zeitschrift 26 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 51
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 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) 41 EconStor 10
Showing 41 - 50 of 51
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Child stature, maternal education, and early childhood development
Skoufias, Emmanuel; Vinha, Katja - 2020
an ad-hoc manner and the double machine-learning approach that employs data-driven methods to select controls from a much … wider set of variables. Overall, the E7findings based on the preferable double machine-learning approach differ across the … stunting) used in the analysis. Double machine-learning estimates for the Republic of Congo suggest that height-for-age Z …
Persistent link: https://www.econbiz.de/10012296876
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Host type and pricing on Airbnb : seasonality and perceived market power
Casamatta, Georges; Giannoni, Sauveur; Brunstein, Daniel; … - In: Tourism management : research, policies, practice 88 (2022), pp. 1-12
Persistent link: https://www.econbiz.de/10013194461
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Machine learning for financial forecasting, planning and analysis : recent developments and pitfalls
Wasserbacher, Helmut; Spindler, Martin - In: Digital finance : smart data analytics, investment … 4 (2022) 1, pp. 63-88
Persistent link: https://www.econbiz.de/10013163507
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Evaluating (weighted) dynamic treatment effects by double machine learning
Bodory, Hugo; Huber, Martin; Lafférs, Lukás - In: The econometrics journal 25 (2022) 3, pp. 628-648
Persistent link: https://www.econbiz.de/10013399785
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A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills
Knaus, Michael C. - 2018
conditional independence assumption and estimation is implemented using a recent double machine learning estimator. The study …
Persistent link: https://www.econbiz.de/10011873551
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A double machine learning approach to estimate the effects of musical practice on student's skills
Knaus, Michael C. - 2018
conditional independence assumption and estimation is implemented using a recent double machine learning estimator. The study …
Persistent link: https://www.econbiz.de/10011867890
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Double/debiased machine learning for logistic partially linear model
Liu, Molei; Zhang, Yi; Zhou, Doudou - In: The econometrics journal 24 (2021) 3, pp. 559-588
Persistent link: https://www.econbiz.de/10012620738
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Efficient policy learning
Athey, Susan; Wager, Stefan - 2017 - Draft version October 2017
Persistent link: https://www.econbiz.de/10011776034
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Double machine learning for treatment and causal parameters
Chernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; … - 2016
Most modern supervised statistical/machine learning (ML) methods are explicitly designed to solve prediction problems very well. Achieving this goal does not imply that these methods automatically deliver good estimators of causal parameters. Examples of such parameters include individual...
Persistent link: https://www.econbiz.de/10011594359
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Double machine learning for treatment and causal parameters
Chernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; … - 2016
Most modern supervised statistical/machine learning (ML) methods are explicitly designed to solve prediction problems very well. Achieving this goal does not imply that these methods automatically deliver good estimators of causal parameters. Examples of such parameters include individual...
Persistent link: https://www.econbiz.de/10011538313
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