40% Rabatt auf Physikbücher oder 50% Rabatt auf eBooks in Biologie & Geowissenschaften!

Statistical Disclosure Control for Microdata

Methods and Applications in R

Autoren: Templ, Matthias

Vorschau
  • Introduces the theory, applications and software implementation of statistical disclosure control methods and synthetic data generation
  • Features numerous examples, exercises with solutions, and case studies with real data sets
  • Provides the underlying R code, equipping readers to reproduce all results
  • Serves as a primary course-book for world-wide training courses on statistical disclosure control
Weitere Vorteile

Dieses Buch kaufen

eBook 59,49 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-50272-4
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: EPUB, PDF
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 74,89 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-50270-0
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Softcover 74,89 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-84362-9
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Buch

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. Introducing readers to the R packages sdcMicro and simPop, the book also features numerous examples and exercises with solutions, as well as case studies with real-world data, accompanied by the underlying R code to allow readers to reproduce all results.

The demand for and volume of data from surveys, registers or other sources containing sensible information on persons or enterprises have increased significantly over the last several years. At the same time, privacy protection principles and regulations have imposed restrictions on the access and use of individual data. Proper and secure microdata dissemination calls for the application of statistical disclosure control methods to the da

ta before release.

This book is intended for practitioners at statistical agencies and other national and international organizations that deal with confidential data. It will also be interesting for researchers working in statistical disclosure control and the health sciences.

Über den Autor

Matthias Templ works as a university lecturer and researcher at the Zurich University of Applied Sciences in Winterthur, Switzerland, and teaches at the Vienna University of Technology in Austria. He is one of the founders of data-analysis OG and holds a PhD in Technical Mathematics and the Venia Legendi (Habilitation) in Statistics. His main research interests include computational statistics and survey methodology. He has been actively involved in many international projects on Statistical Disclosure Control with international organizations (the World Bank, UNIDO, OECD, Eurostat) and has published more than 44 papers in indexed scientific journals in the past few years. He maintains the CRAN Task View on Official Statistics and Survey Methodology and is the author of several R packages for official statistics, such as the R package sdcMicro for statistical disclosure control, the VIM package for the visualization and imputation of missing values, and the package robComposit

ions for the robust analysis of compositional data.


Inhaltsverzeichnis (8 Kapitel)

Inhaltsverzeichnis (8 Kapitel)

Dieses Buch kaufen

eBook 59,49 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-50272-4
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: EPUB, PDF
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 74,89 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-50270-0
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Softcover 74,89 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-84362-9
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Loading...

Wir empfehlen

Loading...

Bibliografische Information

Bibliographic Information
Buchtitel
Statistical Disclosure Control for Microdata
Buchuntertitel
Methods and Applications in R
Autoren
Copyright
2017
Verlag
Springer International Publishing
Copyright Inhaber
Springer International Publishing AG
eBook ISBN
978-3-319-50272-4
DOI
10.1007/978-3-319-50272-4
Hardcover ISBN
978-3-319-50270-0
Softcover ISBN
978-3-319-84362-9
Auflage
1
Seitenzahl
XIX, 287
Anzahl der Bilder
10 schwarz-weiß Abbildungen, 27 Abbildungen in Farbe
Themen