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Disclosure Risk from Factor Scores Cover
Open Access
|Feb 2014

References

  1. Bartlett, M. (1937). The Statistical Conception of Mental Factors. British Journal of Psychology, 28, 97-104. DOI: http://www.dx.doi.org/10.1111/j.2044-8295.1937.tb00863.x 10.1111/j.2044-8295.1937.tb00863.x
  2. Bleninger, P., Drechsler, J., and Ronning, G. (2011). Remote Data Access and the Risk of Disclosure from Linear Regression. SORT, Special Issue: Privacy in Statistical Databases, 7-24.
  3. Brandt, M., Franconi, L., Guerke, C., Hundepool, A., Lucarelli, M., Mol, J., Ritchie, F., Seri, G., and Welpton, R. (2010). Guidelines for the Checking of Output Based on Microdata Research. Final report of ESSnet sub-group on output SDC.
  4. Cross-National Data Center in Luxembourg (2012a). Available at: http://www. lisdatacenter.org (accessed January 17, 2014).
  5. Cross-National Data Center in Luxembourg (2012b). Available at: http://www. lisdatacenter.org/data-access/lissy/best-practices/ (accessed January 17, 2014).
  6. Drechsler, J. (2011). Multiple Imputation in Practice - a Case Study Using a Complex German Establishment Survey. Advances in Statistical Analysis, 95, 1-26. DOI: http:// www.dx.doi.org/10.1007/s10182-010-0136-z Dwork, C. (2006). Differential Privacy. In Proceedings of the 33rd International Colloquium on Automata, Languages, and Programming (ICALP), 1-12.
  7. Fahrmeir, L., Hamerle, A., and Tutz, G. (1996). Multivariate Statistische Verfahren, (2nd edn). Berlin: De Gruyter.
  8. Fischer, G., Janik, F., Mu¨ller, D., and Schmucker, A. (2009). The IAB Establishment Panel - Things Users Should Know. Schmollers Jahrbuch - Journal of Applied Social Science Studies, 129, 133-148. DOI: http://www.dx.doi.org/10.3790/schm.129.1.13310.3790/schm.129.1.133
  9. Gomatam, S., Karr, A., Reiter, J., and Sanil, A. (2005). Data Dissemination and Disclosure Limitation in a World Without Microdata: A Risk-Utility Framework for Remote Access Analysis Servers. Statistical Science, 20, 163-177. DOI: http://www.dx.doi. org/10.1214/08834230500000004310.1214/088342305000000043
  10. Heining, J. (2009). The Research Data Centre of the German Federal Employment Agency: Data Supply and Demand Between 2004 and 2009. RatSWD working paper, 129.10.2139/ssrn.1498450
  11. Horst, P. (1965). Factor Analysis of Data Matrices. New York: Holt, Rinehart & Winston.
  12. Kaiser, H. (1958). The Varimax Criterion for Analytic Rotation in Factor Analysis. Psychometrika, 23, 3, 187-200. DOI: http://www.dx.doi.org/10.1007/BF0228923310.1007/BF02289233
  13. Kölling, A. (2000). The IAB-Establishment Panel. Journal of Applied Social Science Studies, 120, 291-300.
  14. Lucero, J., Freiman, M., Singh, L., You, J., DePersio, M., and Zayatz, L. (2011). The Microdata Analysis System at the U.S. Census Bureau. SORT, Special Issue: Privacy in Statistical Databases, 77-98. McDonald, R. and Burr, E. (1967). A Comparison of Four Methods for Constructing Factor Scores. Psychometrika, 32, 381-401. DOI: http://www.dx.doi.org/10.1007/ BF02289653
  15. O’Keefe, C., Sparks, R., McAullay, D., and Loong, B. (2012). Confidentialising Survival Analysis Output in a Remote Data Access System. Journal of Privacy and Confidentiality 4. Available at: http://repository.cmu.edu/jpc/vol4/iss1/6 (accessed January 17, 2014).
  16. O’Keefe, C.M. and Good, N.M. (2008). A Remote Analysis Server - What Does Regression Output Look Like? In Privacy in Statistical Databases, J. Domingo-Ferrer and Y. Saygin (eds), vol 5262 of Lecture Notes in Computer Science. New York: Springer, 270-283. Press, S. (2005). Applied Multivariate Analysis: Using Bayesian and Frequentist Methods of Inference, (2nd edn). New York: Dover Publications.
  17. Research Data Center of the National Center for Health Statistics (2012a). Available at: http://www.cdc.gov/rdc/B2AccessMod/ACs230.htm (accessed January 17, 2014).
  18. Research Data Center of the National Center for Health Statistics (2012b). Available at: http://www.cdc.gov/rdc/Data/B2/SASSUDAANRestrictions.pdf (accessed January 17, 2014).
  19. Ronning, G. and Bleninger, P. (2011). Disclosure Risk From Factor Scores. Technical Report, IAW Discussion Papers 73. Available at: http://www.iaw.edu/w/IAWPDF. php?id¼886&name¼iaw_dp_73.pdf (accessed January 17, 2014).
  20. Sparks, R., Carter, C., Donnelly, J., O’Keefe, C., Duncan, J., Keighley, T., and McAullay,D. (2008). Remote Access Methods for Exploratory Data Analysis and Statistical Modelling: Privacy-preserving Analytics. Comput Methods Programs Biomed, 91, 208-222. DOI: http://www.dx.doi.org/10.1016/j.cmpb.2008.04.00110.1016/j.cmpb.2008.04.00118495290
  21. Stock, J. and Watson, M. (2002). Forecasting Using Principal Components From a Large Number of Predictors. Journal of the American Statistical Association, 97, 1167-1179. DOI: http://www.dx.doi.org/10.1198/01621450238861896010.1198/016214502388618960
  22. Thomson, G. (1939). The Factorial Analysis of Human Ability. London: University of London Press.
  23. Thurstone, L. (1935). The Vectors of Mind. Chicago: University of Chicago Press.
Language: English
Page range: 107 - 122
Published on: Feb 14, 2014
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2014 Jörg Drechsler, Gerd Ronning, Philipp Bleninger, published by Sciendo
This work is licensed under the Creative Commons License.