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Incomplete Categorical Data Design: Non-Randomized Response Techniques for Sensitive Questions in Surveys
Hardcover
General SociologyProbability & Statistics
ISBN13: 9781439855331
Publisher: CRC Press
Published: Aug 17 2013
Pages: 322
Weight: 1.10
Height: 1.00 Width: 6.40 Depth: 9.20
Language: English
A self-contained, systematic introduction, this book shows you how to draw valid statistical inferences from survey data with sensitive characteristics. It guides you in applying the non-randomized response approach in surveys and new non-randomized response designs. The techniques covered integrate the strengths of existing approaches, including randomized response models, incomplete categorical data design, the EM algorithm, the bootstrap method, and the data augmentation algorithm. All R codes for the examples are available online.
1 different editions
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