Controlled rounding and cell perturbation: Statistical disclosure limitation methods for tabular data

Mathematical Programming

Volumn 105, Issue 2-3, 2006, Pages 583-603

  Salazar González, Juan José ^a  

^a UNIVERSIDAD DE LA LAGUNA   (Spain)

Author keywords

Controlled rounding; Integer linear Programming; Statistical disclosure Control

Indexed keywords

COMPUTATION THEORY; CONTROL SYSTEMS; LINEAR PROGRAMMING;

CONTROLLED ROUNDING; INTEGER LINEAR PROGRAMMING; STATISTICAL DISCLOSURE CONTROL;

MATHEMATICAL PROGRAMMING;

EID: 29044443601     PISSN: 00255610     EISSN: 14364646     Source Type: Journal    
DOI: 10.1007/s10107-005-0666-4     Document Type: Article

References (15)

1. Bacharach, M.: Matrix Rounding Problem. Management Sci. 9, 732-742 (1966)
2. Causey, B.D., Cox, L.H., Ernst, L.R.: Applications of Transportation Theory to Statistical Problems. J. American Statistical Association 80, 903-909 (1985)
3. Cox, L.H., Ernst, L.R.: Controlled Rounding. INFOR 20, 423-432 (1982)
4. Cox, L.H.: A Constructive Procedure for Unbiased Controlled Rounding. J. American Statistical Association 82, 520-524 (1987)
5. Dandekar, R.A.: Maximum Utility-Minimum Information Loss Table Server Design for Statistical Disclosure Control of Tabular Data. In: Domingo-Ferrer, J. (ed.), Privacy in Statistical Databases. Lecture Notes in Computer Science 3050, Springer, 2004, pp. 121-135
6. Duncan, G.T., Fienberg, S.E., Krishnan, R., Padman, R., Roehrig, S.F.: "Disclosure Limitation Methods and Information Loss for Tabular Data. In: Doyle, P., Lane, J., Theeuwes, J., Zayatz, L. (eds.), Confidentiality, Disclosure and Data Access: Theory and Practical Applications for Statistical Agencies. Elsevier Science, 2001, pp. 135-166
7. Fischetti, M., Salazar, J.J.: Computational Experience with the Controlled Rounding Problem in Statistical Disclosure Control. J. Official Stat. 14/4, 553-565 (1998)
8. Fischetti, M., Salazar, J.J.: Solving the Cell Suppression Problem on Tabular Data with Linear Constraints. Management Sci. 47, 1008-1026 (2000)
9. Fischetti, M., Salazar, J.J.: Partial Cell Suppression: a New Methodology for Statistical Disclosure Control. Stat. Comput. 13, 13-21 (2003)
10. Jewett, R.: Disclosure Analysis for the 1992 Economic Census. Internal report, U.S. Bureau of the Census, Washington, 1993
11. Kelly, J.P., Golden, B.L., Assad, A.A.: Using Simulated Annealing to Solve Controlled Rounding Problems. ORSA J. Comput. 2, 174-185 (1990)
12. Kelly, J. P., Golden, B. L., Assad, A. A.: Large-Scale Controlled Rounding Using TABU Search with Strategic Oscillation. Ann. Oper. Res. 41, 69-84 (1993)
13. Salazar, J. J.: Controlled Rounding and Cell Perturbation: technical details. Internal report, University of La Laguna, Tenerife, 2004
14. Sande, G.: Automated Cell Suppression to preserve confidentiality of business statistics. Statistical Journal of the United Nations ECE 2, 1984, pp. 33-41
15. Willenborg, L.C.R.J., de Waal, T.: Elements of Statistical Disclosure Control. Lecture Notes in Statistics 155, Springer, 2001