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Synthetic Datasets for Statistical Disclosure Control

Theory and Implementation

Jörg Drechsler

978-1-4614-0326-5

2011
Edition 1
- Is the first book that fully covers all different approaches to generating multiply imputed synthetic datasets
- Combination of theory and practical implementation issues makes it appealing to the researcher and the practitioner alike
- Obtaining access to real datasets which is already burdensome for researchers will become more and more complicated in the future, due to rising confidentiality concerns. Dissemination strategies, like generating synthetic datasets, which allow the release of data with high analytical validity while guaranteeing the confidentiality of the respondent, are greatly needed
- Addresses problems of trying to find ways to benefit society by releasing microdata that simultaneously preserve individuals’ confidential information and yet allow valid inferences at some level of detail
- Includes supplementary material: sn.pub/extras
€220

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