Aggregation techniques for statistical confidentiality

Authors:
Josep Domingo-Ferrer;Vicenç Torra
Affiliations:
Dept. Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili, Autovia de Salou, s/n, E-43006 Tarragona (Catalunya, Spain);Institut d'Investigació en Intel.ligència Artificial - CSIC, Campus UAB s/n, E-08193 Bellaterra (Catalunya, Spain)
Venue:
Aggregation operators
Year:
2002

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Abstract

This chapter describes microaggregation, a technique for statistical confidentiality that uses aggregation operators. We describe the goals of statistical confidentiality and its application to continuous and categorical data. We show the application of the method to a small publicly available data set. The chapter finishes by reviewing some of the practical problems of the application of microaggregation to statistical disclosure control.