[Free read ebook] Synthetic Datasets for Statistical Disclosure Control: Theory and Implementation (Lecture Notes in Statistics)
♛ Jörg Drechsler ♛
| #2601524 in Books | J Rg Drechsler | 2011-06-29 | Original language:English | PDF # 1 | 9.25 x.37 x6.10l,.51 | File Name: 1461403251 | 138 pages | Synthetic Datasets for Statistical Disclosure Control Theory and Implementation Lecture Notes in Statistics
||||From the reviews:|“This book explores … the generation of synthetic data with the same statistical properties as the original data, but containing different records. … It also addresses complications which arise with real data, such as mi
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 to one approach, first describing the general concept followed by a ...
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