Exact and approximate methods for data directed microaggregation in one or more dimensions

International Journal of Uncertainty, Fuzziness and Knowldege-Based Systems

Volumn 10, Issue 5, 2002, Pages 459-476

  Sande, Gordon ^a  

^a Sande and Associates Inc ^*  (United States)

Author keywords

Microaggregation; Microdata release; Statistical confidentiality; Statistical disclosure control

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATA FLOW ANALYSIS; OPTIMIZATION; SORTING; STATISTICAL PROCESS CONTROL;

MICROAGGREGATIONS;

SECURITY OF DATA;

EID: 0036812243     PISSN: 02184885     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218488502001582     Document Type: Article

References (11)

1. Defays, D. and Nanopoulos, P., (1993), "Panels of enterprises and confidentiality: the small aggregates method", Proceedings of 92 Symposium on Design and Analysis of Longitudinal Surveys, Ottawa: Statistics Canada, 195-204.
2. Domingo-Ferrer, J. and Mateo-Sanz, J.M., (2002), "Practical Data-Oriented Microaggregation for Statistical Disclosure Control", IEEE Transactions on Knowledge and Data Engineering, vol. 14, no. 1, pp. 189-201.
3. Domingo-Ferrer, J. and Torra, V., (2001), "A Quantitative Comparison of Disclosure Control Methods for Microdata", Confidentiality, Disclosure and Data Access: Theory and Practical Application for Statistical Agencies (eds. P. Doyle, J. Lane, I. Theeuwes and L. Zayatz), North-Holland, pp. 111-133.
4. Hansen, S.L. and Mukherjee, S., (to appear), "A Polynomial Algorithm for Univariate Optimal Microaggregation", IEEE Transactions on Knowledge and Data Engineering.
5. Mateo-Sanz, J.M., Domingo-Ferrer, J., (1999), "A Method for Data-Oriented Multivariate Microaggregation", Proceedings of Statistical Data Protection '98, Luxembourg, Office for Official Publications of the European Communities, pp. 89-99.
6. Oganian, A. and Domingo-Ferrer, J., (2002), "On the Complexity of Optimal Microaggregation for Statistical Disclosure Control", Statistical Journal of the UNECE, vol. 18, no. 4.
7. Sande, G., (1996), "Putting Blurred Data in an SOI Context", lecture notes, Confidentiality Workshop for Internal Revenue Service/Statistics Of Income, Washington, DC.
8. Sande, G., (2001), "Methods for Data Directed Microaggregation in One Dimension", Proceedings of New Techniques and Technologies for Statistics / Exchange of Technology and Know-how", 18-22 June, Hersonissos, Crete.
9. Sande, G., (2001), "Methods for Data Directed Microaggregation in One or More Dimension", Proceeding of the Federal Committee on Statistical Methodologies Research Conference, November 14-16, Washington, D.C.
10. Strudler, M., Oh, H.L. and Scheuren, F., (1986), "Protection of Taxpayer Confidentiality with Respect to the Tax Model," Proceedings of the Section on Survey Research Methods, American Statistical Association, Alexandria, VA, pp. 375-381.
11. Tarjan, R.E., (1983), "Data Structures and Network Algorithms," CBMS-NSF Regional Conference Series in Applied Math, 44, SIAM, Philadelphia.