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  • Search: subject_exact:"Synthetische Daten"
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Year of publication
Subject
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Artificial intelligence 1 Data collection 1 Datenerhebung 1 Economic model 1 Financial economics 1 Finanzmarktforschung 1 Künstliche Intelligenz 1 Machine learning 1 Maschinelles Lernen 1 Microdata 1 Mikrodaten 1 Option trading 1 Optionsgeschäft 1 Synthetic data 1 Synthetische Daten 1 USA 1 United States 1 Wirtschaftsmodell 1 synthetic data 1 synthetische Daten 1
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Undetermined 2
Type of publication
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Book / Working Paper 2
Type of publication (narrower categories)
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Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Working Paper 2
Language
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English 2
Author
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Chen, Hui 1 Cheng, Yuhan 1 Liu, Yanchu 1 Stanley, Jordan C. 1 Tang, Ke 1 Totty, Evan S. 1
Institution
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National Bureau of Economic Research 2
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NBER working paper series 2
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ECONIS (ZBW) 2
Showing 1 - 2 of 2
Cover Image
Teaching Economics to the Machines
Chen, Hui; Cheng, Yuhan; Liu, Yanchu; Tang, Ke - National Bureau of Economic Research - 2026
Structural economic models, while parsimonious and interpretable, often exhibit poor data fit and limited forecasting performance. Machine learning models, by contrast, offer substantial flexibility but are prone to overfitting and weak out-of-distribution generalization. We propose a...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015593788
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Cover Image
Synthetic Data and Social Science Research : Accuracy Assessments and Practical Considerations from the SIPP Synthetic Beta
Stanley, Jordan C.; Totty, Evan S. - National Bureau of Economic Research - 2024
Synthetic microdata - data retaining the structure of original microdata while replacing original values with modeled values for the sake of privacy - presents an opportunity to increase access to useful microdata for data users while meeting the privacy and confidentiality requirements for data...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015072920
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