synthpop: Bespoke Creation of Synthetic Data in R

In many contexts, confidentiality constraints severely restrict access to unique and valuable microdata. Synthetic data which mimic the original observed data and preserve the relationships between variables but do not contain any disclosive records are one possible solution to this problem. The syn...

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Bibliographic Details
Main Authors: Beata Nowok, Gillian M. Raab, Chris Dibben
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2016-10-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2907