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  • Search: subject:"Synthetic data"
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Year of publication
Subject
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synthetic data 20 Synthetic data 14 Theorie 11 Artificial intelligence 10 Künstliche Intelligenz 10 Theory 9 Synthetic Data 8 partially synthetic data 7 CPS 6 confidentiality 6 Simulation 5 Synthetic data generation 5 privacy 5 statistical disclosure limitation 5 Current Population Survey 4 Forecasting model 4 Generalized Beta of the Second Kind distribution 4 Machine learning 4 Prognoseverfahren 4 Schätzung 4 comparative studies 4 topcoding 4 Data protection 3 Datenschutz 3 Income inequality 3 Neural networks 3 Neuronale Netze 3 Risiko 3 Risk 3 USA 3 machine learning 3 multiple imputation 3 Autocorrelation function 2 Betrug 2 Cybersecurity 2 Data augmentation 2 Data collection 2 Dataset 2 Datenerhebung 2 Deep learning 2
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Online availability
All
Free 30 Undetermined 27 CC license 2
Type of publication
All
Article 36 Book / Working Paper 24
Type of publication (narrower categories)
All
Article in journal 19 Aufsatz in Zeitschrift 19 Working Paper 10 Arbeitspapier 7 Graue Literatur 7 Non-commercial literature 7 Article 3 Aufsatz im Buch 1 Book section 1 Thesis 1 research-article 1
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Language
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English 41 Undetermined 19
Author
All
Feng, Shuaizhang 6 Larrimore, Jeff 6 Vilhuber, Lars 6 Burkhauser, Richard V. 5 Jenkins, Stephen P. 5 Benedetto, Gary 4 Carapellucci, Roberto 3 Giordano, Lorena 3 Miranda, Javier 3 Ardone, Armin 2 Bryant, Victoria L. 2 Burgard, Jan Pablo 2 Burman, Leonard E. 2 Dieckmann, Hanna 2 Fichtner, Wolf 2 Gonzalez, Jesus David Terrazas 2 Kinsner, Witold 2 Kleinebrahm, Max 2 Krause, Joscha 2 McClelland, Robert 2 McKenna, Russell 2 Merkle, Hariolf 2 Neufang, Kristina M. 2 Schmaus, Simon 2 Torriti, Jacopo 2 Woodcock, Simon 2 Woodcock, Simon D. 2 Abowd, John M. 1 Adams, Stephen 1 Alfons, Andreas 1 Allen, Janet K. 1 Amsler, Christine Elaine 1 Aranjuelo, Nerea 1 Arciero, Luca 1 Balch, Tucker 1 Beling, Peter 1 Berasategi, Maialen 1 Biancotti, Claudia 1 Bickley, Steven J. 1 Biddle, Nicholas 1
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Institution
All
Census Bureau, Department of Commerce 5 Banca d'Italia 1 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 1 Department of Economics, Simon Fraser University 1 Institute for the Study of Labor (IZA) 1 Mathematica Policy Research 1 National Bureau of Economic Research 1 National Centre for Social and Economic Modelling (NATSEM), University of Canberra 1 Society for the Study of Economic Inequality - ECINEQ 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
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Published in...
All
Working Papers / Census Bureau, Department of Commerce 4 Working papers / U.S. Census Bureau, Center for Economic Studies 3 Applied Energy 2 IZA Discussion Papers 2 National tax journal 2 The review of socionetwork strategies 2 Agricultural Economics Research 1 Cambridge journal of regions, economy and society 1 Computational Statistics & Data Analysis 1 Computational economics 1 DIW Discussion Papers 1 Discussion Papers / Department of Economics, Simon Fraser University 1 Discussion Papers of DIW Berlin 1 Electronic Markets 1 Energy 1 Essays in honor of Subal Kumbhakar 1 HEC Paris research paper series 1 International Journal of Agricultural and Environmental Information Systems (IJAEIS) 1 International Journal of Handheld Computing Research (IJHCR) 1 International Journal of Software Science and Computational Intelligence (IJSSCI) 1 Journal of Geographical Systems 1 Journal of Intelligent Manufacturing 1 Journal of agricultural economics : JAE 1 Journal of payments strategy & systems 1 Journal of risk management in financial institutions 1 Journal of the Operational Research Society 1 Longitudinal Employer-Household Dynamics Technical Papers 1 MPRA Paper 1 Marketing Science 1 Mathematica Policy Research Reports 1 NATSEM Working Paper Series 1 NBER working paper series 1 Operations research forum 1 Oxford review of economic policy 1 PIDE working papers 1 Q open : a journal of agricultural, climate, environmental, food, resource, and rural development economics 1 Quantitative finance 1 Research in international business and finance 1 Statistical Methods and Applications 1 Statistics in Transition New Series 1
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Source
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ECONIS (ZBW) 27 RePEc 22 EconStor 6 Other ZBW resources 4 BASE 1
Showing 11 - 20 of 60
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Housing gans : deep generation of housing market data
Yilmaz, Bilgi - In: Computational economics 64 (2024) 1, pp. 579-594
Persistent link: https://www.econbiz.de/10015078047
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A modified CTGAN-plus-features-based method for optimal asset allocation
Peña, José-Manuel; Suárez, Fernando; Larré, Omar; … - In: Quantitative finance 24 (2024) 3/4, pp. 465-479
Persistent link: https://www.econbiz.de/10014552083
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Improving predictions of technical inefficiency
Amsler, Christine Elaine; James, Robert; Prokhorov, Artem; … - In: Essays in honor of Subal Kumbhakar, (pp. 309-328). 2024
Persistent link: https://www.econbiz.de/10014560423
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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
the privacy and confidentiality requirements for data providers. Synthetic data could be sufficient for many purposes, but … running such systems. In this chapter, we first describe the role of synthetic data within a tiered data access system and the … importance of synthetic data accuracy in achieving a viable synthetic data product. Next, we review results from a recent set of …
Persistent link: https://www.econbiz.de/10015072920
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Harnessing synthetic data to address fraud in cross-border payments
Bryssinck, Johan; Jacobs, Tom; Simini, Filippo; … - In: Journal of payments strategy & systems 18 (2024) 3, pp. 261-275
Persistent link: https://www.econbiz.de/10015329536
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Methodology for generating synthetic labeled datasets for visual container inspection
Delgado, Guillem; Cortés, Andoni; García, Sara; Loyo, … - In: Transportation research / E : an international journal 175 (2023), pp. 1-19
Persistent link: https://www.econbiz.de/10014381983
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Using neural networks to model long-term dependencies in occupancy behavior
Kleinebrahm, Max; Torriti, Jacopo; McKenna, Russell; … - 2020
Models simulating household energy demand based on different occupant and household types and their behavioral patterns have received increasing attention over the last years due the need to better understand fundamental characteristics that shape the demand side. Most of the models described in...
Persistent link: https://www.econbiz.de/10012321385
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A generic business process model for conducting microsimulation studies
Burgard, Jan Pablo; Dieckmann, Hanna; Krause, Joscha; … - In: Statistics in Transition New Series 21 (2020) 4, pp. 191-211
Microsimulations make use of quantitative methods to analyze complex phenomena in populations. They allow modeling socioeconomic systems based on micro-level units such as individuals, households, or institutional entities. However, conducting a microsimulation study can be challenging. It often...
Persistent link: https://www.econbiz.de/10012600252
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Cover Image
Using neural networks to model long-term dependencies in occupancy behavior
Kleinebrahm, Max; Torriti, Jacopo; McKenna, Russell; … - 2020
Models simulating household energy demand based on different occupant and household types and their behavioral patterns have received increasing attention over the last years due the need to better understand fundamental characteristics that shape the demand side. Most of the models described in...
Persistent link: https://www.econbiz.de/10012317279
Saved in:
Cover Image
A generic business process model for conducting microsimulation studies
Burgard, Jan Pablo; Dieckmann, Hanna; Krause, Joscha; … - In: Statistics in transition : an international journal of … 21 (2020) 4, pp. 191-211
Microsimulations make use of quantitative methods to analyze complex phenomena in populations. They allow modeling socioeconomic systems based on micro-level units such as individuals, households, or institutional entities. However, conducting a microsimulation study can be challenging. It often...
Persistent link: https://www.econbiz.de/10012317769
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