Statistical Disclosure Control for Microdata Methods and Applications in R /

• Main Author: Templ, Matthias (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Subjects: Statistics.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics and Computing/Statistics Programs.; Statistical Theory and Methods.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Statistics for Life Sciences, Medicine, Health Sciences.

This book on statistical disclosure control presents the theory, applications and software implementation of the traditional approach to (micro)data anonymization, including data perturbation methods, disclosure risk, data utility, information loss and methods for simulating synthetic data. Introduc...

Table of Contents:

• Preface
• Software
• Basic Concepts
• Disclosure Risk
• Methods for Data Perturbation
• Data Utility and Information Loss
• Synthetic Data
• Practical Guidelines
• Case Studies
• Solutions
• Index.