Synthetic Datasets for Statistical Disclosure Control

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The aim of this book is to give the reader a detailed introduction to the different approaches to generating multiply imputed synthetic datasets. It describes all approaches that have been developed so far, provides a brief history of synthetic datasets, and gives useful hints on how to deal with real data problems like nonresponse, skip patterns, or logical constraints.

Each chapter is dedicated ...

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The aim of this book is to give the reader a detailed introduction to the different approaches to generating multiply imputed synthetic datasets. It describes all approaches that have been developed so far, provides a brief history of synthetic datasets, and gives useful hints on how to deal with real data problems like nonresponse, skip patterns, or logical constraints.

Each chapter is dedicated ...

Read more
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  • Formats: pdf
  • ISBN: 9781461403265
  • Publication Date: 24 Jun 2011
  • Publisher: Springer New York
  • Product language: English
  • Drm Setting: DRM