New Developments in Statistical Disclosure Control and Imputation

New Developments in Statistical Disclosure Control and Imputation

Robust Statistics Applied to Official Statistics

Auteur:
Matthias Templ
ISBN:
9783838108285
ISBN10:
3838108280
Uitgever:
Sudwestdeutscher Verlag Fur Hochschulschriften AG
Taal:
Engels
Bindwijze:
Paperback
Publicatiedatum:
2009-06-03
Geillustreerd:
Nee
Afmetingen:
23x220x152 mm
Gewicht:
407 gram

Waar te koop:



Amazon
As an Amazon Associate I earn from qualifying purchases.

Extra informatie

New Developments in Statistical Disclosure Control and Imputation image

Reviews

Er zijn nog geen reviews voor 'New Developments in Statistical Disclosure Control and Imputation'.

Wil je een review schrijven voor dit boek?

:
:
(Nooit getoond op site):

:
:

Verslagen

Er zijn nog geen verslagen voor 'New Developments in Statistical Disclosure Control and Imputation'.


Wil je een verslag toevoegen aan dit boek

:
:
(Nooit getoond op site):

:
:

The aim of statistical disclosure control is to keep up the required statistical privacy while making data available to the researchers. This can be achieved with the help of minimal modifications of the data without changing the multivariate data structure. In this book the well-developed R package sdc- Micro is introduced. With the help of this package it is possible to keep microdata confidential in a very effective way. The concept is thoroughly explained and its application is demonstrated using real-world data. In addition to that, the robustification of disclosure methods is described. Many SDCmethods for microdata developed so far can be influenced by outliers to a great extent resulting in a high loss of information of the perturbed data. Missing values are the second topic of this book. The application of visualisation tools for the analysis of missing values, preceding the choice of an imputation method, is highlighted. In addition to that, new methods for the imputation of composition data are introduced. Due to the linear dependence of the variables from compositional data, reasonalbe imputations can be made by considering the special nature of such data.


Gerelateerde boeken

Statistical Disclosure Control
9781118348222 | 1118348222 | Dr Anco Hundepool & Josep Domingo-Ferrer

Statistical Disclosure Control
9781119978152 | Keith Spicer
Bekijk!
Minimaal 1 aanbieding

Statistical Disclosure Control for Microdata
Methods and Applications in R
9783319843629 | 3319843621 | Matthias Templ
Bekijk!
Minimaal 1 aanbieding

Statistical Disclosure Control for Microdata
Methods and Applications in R
9783319502700 | 3319502700 | Matthias Templ
Bekijk!
Minimaal 1 aanbieding

Statistical Disclosure Control for Microdata
Methods and Applications in R
9783319502724 | 3319502727 | Matthias Templ
Bekijk!
Minimaal 1 aanbieding

Elements of Statistical Disclosure Control
9780387951218 | 0387951210 | Leon Willenborg
Bekijk!
Minimaal 1 aanbieding

Statistical Disclosure Control in Practice
v. 111
9780387947228 | 0387947221 | Leon Willenborg
Bekijk!
Minimaal 1 aanbieding

Algemene informatie

Titel:
New Developments in Statistical Disclosure Control and Imputation
ISBN:
9783838108285
ISBN-10:
3838108280
Auteur:
Matthias Templ

We gebruiken partnerprogramma's van Bol.com en anderen om te verdienen aan bestellingen.