Author | Willenborg, Leon. author |
---|---|
Title | Statistical Disclosure Control in Practice [electronic resource] / by Leon Willenborg, Ton de Waal |
Imprint | New York, NY : Springer New York, 1996 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-4028-0 |
Descript | XIII, 154 p. online resource |
1 Introduction to Statistical Disclosure Control -- 1.1 Introduction -- 1.2 The increasing importance of SDC -- 1.3 The Problems -- 2 Principles -- 2.1 Introduction -- 2.2 Basic Concepts -- 2.3 Preliminaries on the SDC for Microdata -- 2.4 The Philosophy of SDC for Microdata -- 2.5 The World According to a Releaser of Microdata -- 2.6 SDC for Tables -- 3 Policies and Case Studies -- 3.1 Introduction -- 3.2 Options for Data Dissemination -- 3.3 SDC Policy for Microdata of Various Statistical Offices -- 3.4 The Netherlands: WSA -- 3.5 Great Britain: Samples of Anonymized Records -- 3.6 Eurostat -- 3.7 Luxemburg Income Study -- 4 Microdata -- 4.1 Introduction -- 4.2 SDC rules -- 4.3 SDC for Microdata Sets in Practice -- 5 Microdata: Backgrounds -- 5.1 Introduction -- 5.2 Estimation of Population Frequencies -- 5.3 Continuous Variables -- 5.4 Global Recoding and Local Suppression -- 5.5 Sampling Weights -- 5.6 The Re-identification Risk of an Entire Microdata Set -- 6 Tabular Data -- 6.1 Introduction -- 6.2 Tables with Magnitude Data -- 6.3 Sensitive Cells in Frequency Count Data -- 6.4 Disclosure Control Measures -- 6.5 Recommendations -- 6.6 Linked Tables -- 7 Tabular Data: Backgrounds -- 7.1 Introduction -- 7.2 Sensitivity Measures -- 7.3 Secondary Cell Suppression -- 7.4 Stochastic Rounding -- 7.5 Linked Tables -- 8 Loose Ends -- References