The aim of this book is to provide an integrated, comprehensive treatment of disclosure limitation and its interplay with statistical data quality and usability, based on quantitative reasoning and analysis. It will be of use to both students of survey methodology and students of statistical and mathematical theory and methods, as well as survey organizations. Problems, along with their solutions, and examples are featured throughout the book, along with case studies demonstrating how particular methods are used.