Information loss in continuous hybrid microdata: Subdomain-level probabilistic measures

Studies in Fuzziness and Soft Computing

Volumn 197, Issue , 2006, Pages 287-298

  Domingo Ferrer, Josep ^a   Mateo Sanz, Josep Maria ^a   Sebé, Francesc ^a  

^a UNIVERSITAT ROVIRA I VIRGILI   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33748914475     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/3-540-31590-X_14     Document Type: Article

References (16)

1. J. M. Abowd and S. D. Woodcock (2004) Multiply-imputing confidential characteristics and file links in longitudinal linked data. In J. Domingo-Ferrer and V. Torra, editors, Privacy in Statistical Databases, volume 3050 of LNCS, pages 290-297, Berlin Heidelberg: Springer.
2. R. Dandekar, J. Domingo-Ferrer, and F. Sebé (2002) LHS-based hybrid microdata vs rank swapping and microaggregation for numeric microdata protection. In J. Domingo-Ferrer, editor, Inference Control in Statistical Databases, volume 2316 of LNCS, pages 153-162, Berlin Heidelberg: Springer.
3. J. Domingo-Ferrer and V. Torra (2001) Disclosure protection methods and information loss for microdata. In P. Doyle, J. I. Lane, J. J. M. Theeuwes, and L. Zayatz, editors, Confidentiality, Disclosure and Data Access: Theory and Practical Applications for Statistical Agencies, pages 91-110, Amsterdam: North-Holland.
4. J. Domingo-Ferrer and V. Torra (2001) A quantitative comparison of disclosure control methods for microdata. In P. Doyle, J. I. Lane, J. J. M. Theeuwes, and L. Zayatz, editors, Confidentiality, Disclosure and Data Access: Theory and Practical Applications for Statistical Agencies, pages 111-134, Amsterdam: North-Holland.
5. M. G. Kendall, A. Stuart, S. F. Arnold J. K. Ord, and A. O'Hagan (1994) Kendall's Advanced Theory of Statistics, Volume 1: Distribution Theory (6th Edition). London: Arnold.
6. A. B. Kennickell (1999) Multiple imputation and disclosure protection: the case of the 1995 survey of consumer finances. In J. Domingo-Ferrer, editor, Statistical Data Protection, pages 248-267, Luxemburg: Office for Official Publications of the European Communities.
7. J. M. Mateo-Sanz, J. Domingo-Ferrer, and F. Sebé (2005) Probabilistic information loss measures for continuous microdata. Data Mining and Knowledge Discovery, to appear.
8. J. M. Mateo-Sanz, A. Martínez-Ballesté, and J. Domingo-Ferrer (2004) Fast generation of accurate synthetic microdata. In J. Domingo-Ferrer and V. Torra, editors, Privacy in Statistical Databases, volume 3050 of LNCS, pages 298-306, Berlin Heidelberg: Springer.
9. J. M. Mateo-Sanz, F. Sebé, and J. Domingo-Ferrer (2004) Outlier protection in continuous microdata masking. In J. Domingo-Ferrer and V. Torra, editors, Privacy in Statistical Databases, volume 3050 of LNCS, pages 201-215, Berlin Heidelberg: Springer.
10. W. Press, W. T. Teukolsky, S. A. Vetterling, and B. Flannery (1993) Numerical Recipes in C: The Art of Scientific Computing. Cambridge, UK: Cambridge University Press.
11. T. J. Raghunathan, J. P. Reiter, and D. Rubin (2003) Multiple imputation for statistical disclosure limitation. Journal of Official Statistics, 19(1):1-16.
12. J. P. Reiter (2005) Releasing multiply-imputed, synthetic public use microdata: An illustration and empirical study. Journal of the Royal Statistical Society, Series A, 131(2):365-377.
13. J. P. Reiter (2005) Significance tests for multi-component estimands from multiply-imputed, synthetic microdata. Journal of Statistical Planning and Inference, 168:185-205.
14. D. B. Rubin (1993) Discussion of statistical disclosure limitation. Journal of Official Statistics, 9(2):461-468.
15. E. M. Scheuer and D. S. Stoller (1962) On the generation of normal random vectors. Technometrics, 4:278-281.
16. W. E. Yancey, W. E. Winkler, and R. H. Creecy (2002) Disclosure risk assessment in perturbative microdata protection. In J. Domingo-Ferrer, editor, Inference Control in Statistical Databases, volume 2316 of LNCS, pages 135-152, Berlin Heidelberg: Springer.