Institut für Arbeitsmarkt- und Berufsforschung

Publikationen: Dr. Jörg Drechsler

• 2012
• 2011
• 2010
• 2009
• 2008
• 2007
• 2006

2012

• New data dissemination approaches in old Europe * synthetic datasets for a German establishment survey
  Journal of Applied Statistics Vol. 39, No. 2

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2011

• Using support vector machines for generating synthetic datasets
  Lecture notes in computer science * 6344
• Remote data access and the risk of disclosure from linear regression * an empirical study
  Lecture notes in computer science * 6344
• Multiple imputation in practice * a case study using a complex German establishment survey
  Advances in Statistical Analysis Vol. 95, No. 1
• Methodenreport: Synthetische Scientific-Use-Files der Welle 2007 des IAB-Betriebspanels
  FDZ Methodenreport * 01/2011 (de)
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• Remote data access and the risk of disclosure from linear regression
  Statistics and Operations Research Transactions (SORT) Special Issue
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• Synthetic datasets for statistical disclosure control * theory and implementation
  Lecture notes in statistics * 201
• Remote Access * eine Welt ohne Mikrodaten??
  FDZ-Arbeitspapier * 33
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• An empirical evaluation of easily implemented, nonparametric methods for generating synthetic datasets
  
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• Erzeugung synthetischer Datensätze durch multiple Imputation * Theorie und Implementierung in der Praxis. Gerhard-Fürst-Preis
  Wirtschaft und Statistik H. 4
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• Improved variance estimation for fully synthetic datasets
  Joint UNECE/Eurostat work session on statistical data confidentiality 2011. Working paper * 18
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• Disclosure risk from factor scores in a remote access environment
  Joint UNECE/Eurostat work session on statistical data confidentiality 2011. Working paper * 02
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• An empirical evaluation of easily implemented, nonparametric methods for generating synthetic datasets
  Computational Statistics and Data Analysis Vol. 55, No. 12

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2010

• Releasing multiply-imputed synthetic data generated in two stages to protect confidentiality
  Statistica Sinica Vol. 20, No. 1
• Multiple imputation of missing values in the wave 2007 of the IAB Establishment Panel
  IAB Discussion Paper * 06/2010
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• Remote Access * eine Welt ohne Mikrodaten??
  IAW-Diskussionspapiere * 66
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• Sampling with synthesis * a new approach for releasing public use census microdata
  Journal of the American Statistical Association Vol. 105, No. 492
• Generating multiply imputed synthetic datasets * theory and implementation
  
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2009

• ESSNET-SDC deliverable report on synthetic data files
  
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• Far from normal: Multiple imputation of missing values in a German establishment survey
  United Nations, Economic Commission for Europe. Working paper * 21
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• Disclosure risk and data utility for partially synthetic data * an empirical study using the German IAB Establishment Survey
  Journal of Official Statistics Vol. 25, No. 4
• Synthetic datasets for the German IAB Establishment Panel
  Joint UNECE/Eurostat Work Session on Statistical Data Confidentiality 2009, working paper * 10
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• Disclosure control in business data * experiences with multiply imputed synthetic datasets for the German IAB Establishment Survey
  
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2008

• Evaluating different approaches for multiple imputation under linear constraints
  United Nations, Economic Commission for Europe. Working paper * 25
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• Does convergence really matter?
  Statistical theory and methods * 15
• Accounting for intruder uncertainty due to sampling when estimating identification disclosure risks in partially synthetic data
  Lecture notes in computer science * 5262
• A new approach for disclosure control in the IAB Establishment Panel * multiple imputation for a better data access
  Advances in Statistical Analysis Vol. 92, No. 4
• Comparing fully and partially synthetic datasets for statistical disclosure control in the German IAB Establishment Panel
  Transactions on Data Privacy Vol. 1, No. 3
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2007

• A new approach for disclosure control in the IAB Establishment Panel * multiple imputation for a better data access
  IAB Discussion Paper * 11/2007
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• Releasing multiply-imputed synthetic data generated in two stages to protect confidentiality
  IAB Discussion Paper * 20/2007
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• Estimation of vacancies by NACE and ISCO at disaggregated regional level
  IAB-Bibliothek * 310
• Comparing fully and partially synthetic data sets for statistical disclosure control in the German IAB Establishment Panel
  United Nations, Economic Commission for Europe. Working paper * 11
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2006

• A new approach for disclosure control in the IAB Establishment Panel * multiple imputation for a better data access
  
• A new approach for disclosure control in the IAB Establishment Panel * multiple imputation for a better data access
  United Nations, Economic Commission for Europe. Working paper * 18
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• Estimation of vacancies by NACE and ISCO on disaggregated regional level
  

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