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  • Search: subject:"Partially Synthetic Data"
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Year of publication
Subject
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partially synthetic data 11 CPS 6 Current Population Survey 4 Generalized Beta of the Second Kind distribution 4 linked synthetic data 4 partiell synthetische Daten 4 topcoding 4 Income inequality 3 multiple imputation 3 privacy 3 statistical disclosure limitation 3 ALC 2 Anonymitätsverlust - 2 Aufdeckungsszenarios 2 Automatisierung 2 Daten 2 Disparitätsmaß 2 Einkommensverteilung 2 Income Inequality 2 Nützlichkeitsbewertung 2 Partially Synthetic Data 2 Risikokennzahlen 2 Schätzung 2 Theorie 2 Tobit-Modell 2 Topcoding 2 USA 2 anonymity loss coefficient (ALC) 2 automation 2 confidentiality 2 current population survey 2 disclosure scenarios 2 generalized beta of the second kind distribution 2 linked employer-employee data 2 loss of anonymity 2 risk indicators - 2 utility evaluation 2 verknüpfte Arbeitgeber-Arbeitnehmer-Daten 2 verknüpfte synthetische 2 verknüpfte synthetische Daten 2
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Online availability
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Free 13
Type of publication
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Book / Working Paper 9 Article 4
Type of publication (narrower categories)
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Article 2 Article in journal 2 Aufsatz in Zeitschrift 2 Working Paper 2
Language
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Undetermined 5 German 4 English 4
Author
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Feng, Shuaizhang 6 Larrimore, Jeff 6 Burkhauser, Richard V. 5 Jenkins, Stephen P. 5 Brenzel, Hanna 4 Benedetto, Gary 3 Ritz, Yannik Garcia 3 Wagner, David 2 Woodcock, Simon D. 2 Burkhauser, Richard 1 Garcia Ritz, Yannik 1 Jenkins, Stephen 1 Woodcock, Simon 1
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Institution
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Census Bureau, Department of Commerce 2 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 1 Department of Economics, Simon Fraser University 1 Institute for the Study of Labor (IZA) 1 Society for the Study of Economic Inequality - ECINEQ 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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IZA Discussion Papers 2 WISTA - Wirtschaft und Statistik 2 Wirtschaft und Statistik : WISTA 2 DIW Discussion Papers 1 Discussion Papers / Department of Economics, Simon Fraser University 1 Discussion Papers of DIW Berlin 1 Longitudinal Employer-Household Dynamics Technical Papers 1 MPRA Paper 1 Working Papers / Census Bureau, Department of Commerce 1 Working Papers / Society for the Study of Economic Inequality - ECINEQ 1
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Source
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RePEc 7 EconStor 4 ECONIS (ZBW) 2
Showing 1 - 10 of 13
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Partielle Synthetisierung zur Anonymisierung der verknüpften Verdienststrukturerhebung 2018. Teil 2: Evaluation der Anonymität und Ausblick zur Datenbereitstellung
Brenzel, Hanna; Ritz, Yannik Garcia; Wagner, David - In: WISTA - Wirtschaft und Statistik 78 (2026) 1, pp. 87-99
metrics are applied to the partially synthetic data generated from the 2018 Structure of Earnings Survey to assess any …
Persistent link: https://www.econbiz.de/10015607530
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Partielle Synthetisierung zur Anonymisierung der verknüpften Verdienststrukturerhebung 2018, Teil 2, Evaluation der Anonymität und Ausblick zur Datenbereitstellung
Brenzel, Hanna; Garcia Ritz, Yannik; Wagner, David - In: Wirtschaft und Statistik : WISTA (2026) 1, pp. 87-99
metrics are applied to the partially synthetic data generated from the 2018 Structure of Earnings Survey to assess any …
Persistent link: https://www.econbiz.de/10015607267
Saved in:
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Partielle Synthetisierung zur Anonymisierung der verknüpften Verdienststrukturerhebung 2018 : Teil 1: Methodik und Evaluation der Datennützlichkeit
Brenzel, Hanna; Ritz, Yannik Garcia - In: Wirtschaft und Statistik : WISTA (2025) 4, pp. 83-94
Der Einsatz von synthetischen Daten wird als Alternative gehandelt, um das Spannungsfeld zwischen Erhalt des Analysepotenzials bei gleichzeitiger Gewährleistung des Schutzes der Daten optimal aufzulösen. Der Beitrag geht dieser Frage nach mit der Verdienststrukturerhebung 2018 als Datenbasis....
Persistent link: https://www.econbiz.de/10015445235
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Partielle Synthetisierung zur Anonymisierung der verknüpften Verdienststrukturerhebung 2018. Teil 1: Methodik und Evaluation der Datennützlichkeit
Brenzel, Hanna; Ritz, Yannik Garcia - In: WISTA - Wirtschaft und Statistik 77 (2025) 4, pp. 83-94
Der Einsatz von synthetischen Daten wird als Alternative gehandelt, um das Spannungsfeld zwischen Erhalt des Analysepotenzials bei gleichzeitiger Gewährleistung des Schutzes der Daten optimal aufzulösen. Der Beitrag geht dieser Frage nach mit der Verdienststrukturerhebung 2018 als Datenbasis....
Persistent link: https://www.econbiz.de/10015446812
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Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen; Burkhauser, Richard; Feng, Shuaizhang; … - Census Bureau, Department of Commerce - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005058857
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Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - DIW Berlin (Deutsches Institut für Wirtschaftsforschung) - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005069117
Saved in:
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Measuring inequality using Censored data: A multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - Society for the Study of Economic Inequality - ECINEQ - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10005413390
Saved in:
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Measuring Inequality Using Censored Data: A Multiple Imputation Approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - Institute for the Study of Labor (IZA) - 2009
Keywords: income inequality, topcoding, partially synthetic data, CPS, Current Population Survey, Generalized Beta of the … rules proposed by Reiter (2003) for the case of ‘partially synthetic’ data. This accounts for the uncertainty added to …-topcoded observations with the imputed incomes for topcoded observations produces a partially synthetic data set for each year to which we …
Persistent link: https://www.econbiz.de/10005761990
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Cover Image
Measuring inequality using censored data: a multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10010269337
Saved in:
Cover Image
Measuring inequality using censored data: a multiple imputation approach
Jenkins, Stephen P.; Burkhauser, Richard V.; Feng, … - 2009
To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference...
Persistent link: https://www.econbiz.de/10010271567
Saved in:
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