A model-based method for disclosure limitation of business microdata

Journal of the Royal Statistical Society Series D: The Statistician

Volumn 51, Issue 1, 2002, Pages 51-61

  Franconi, Luisa ^a   Stander, Julian ^b  

^a Istituto Nazionale   (Italy)

^b UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

Community Innovation Survey; Microaggregation; Microdata for research; Performance assessment for disclosure limitation methods

Indexed keywords

EID: 0040076616     PISSN: 00390526     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9884.00298     Document Type: Article

References (12)

1. Cox, L. H. (1994) Matrix masking methods for disclosure limitation in microdata. Surv. Methodol., 20, 165-169.
2. _ (1995) Protecting confidentiality in business surveys. In Business Survey Methods (eds B. G. Cox, D. A. Binder, B. N. Chinnappa, A. Christianson, M. J. Colledge and P. S. Kott), pp. 443-173. New York: Wiley.
3. Dalenius, T. and Reiss, S. P. (1982) Data-swapping: a technique for disclosure control. J. Statist. Planng Inf., 6, 73-85.
4. Defays, D. and Anwar, M. N. (1998) Masking microdata using micro-aggregation. J. Off. Statist., 14, 449-461.
5. Domingo-Ferrer, J. and Mateo-Sanz, J. M. (2002) Practical data-oriented microaggregation for statistical disclosure control. IEEE Trans. Knowl. Data Engng, 14, 189-201.
6. Duncan, G. T. and Lambert, D. (1989) The risk of disclosure for microdata. J. Bus. Econ. Statist., 7, 207-217.
7. Duncan, G. T. and Mukherjee, S. (2000) Optimal disclosure limitation strategy in statistical databases: deterring tracker attacks through additive noise. J. Am. Statist. Ass., 95, 720-729.
8. Duncan, G. T. and Pearson, R. W. (1991) Enhancing access to microdata while protecting confidentiality: prospects for the future. Statist. Sci., 6, 219-239.
9. Fienberg, S. E., Makov, U. E. and Steele, R. J. (1998) Disclosure limitation using perturbation and related methods for categorical data. J. Off. Statist., 14, 485-502.
10. Franconi, L. and Stander, J. (2000) Model based disclosure limitation for business microdata. In Proc. Int. Conf. Establishment Surveys II, June 17th-21st, Buffalo, pp. 887-896. Alexandria: American Statistical Association.
11. Rubin, D. B. (1993) Discussion of statistical disclosure limitation. J. Off. Statist., 9, 461-468.
12. Willenborg, L. and Hundepool, A. (1999) ARGUS: software from the SDC project. In Statistical Data Confidentiality: Proc. Joint Eurostat/UN-ECE Work Session Statistical Data Confidentiality, Mar. 8th-10th, Thessaloniki, pp. 87-98. Luxemburg: Eurostat.