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AuthorWillenborg, Leon. author
TitleStatistical Disclosure Control in Practice [electronic resource] / by Leon Willenborg, Ton de Waal
ImprintNew York, NY : Springer New York, 1996
Connect tohttp://dx.doi.org/10.1007/978-1-4612-4028-0
Descript XIII, 154 p. online resource

SUMMARY

The aim of this book is to discuss various aspects associated with disseminating personal or business data collected in censuses or surveys or copied from administrative sources. The problem is to present the data in such a form that they are useful for statistical research and to provide sufficient protection for the individuals or businesses to whom the data refer. The major part of this book is concerned with how to define the disclosure problem and how to deal with it in practical circumstances


CONTENT

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


Mathematics Probabilities Statistics Mathematics Probability Theory and Stochastic Processes Statistics general



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