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ISBN: 9781584886099, Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity Analysis
Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity Analysis
Publisher:
Taylor & Francis Inc
Binding:
Hardback (328 pages)
Date:
Feb 01, 2008
ISBN:
9781584886099
Dimensions:
240 x 163 x 23mm
Weights:
612g.
Description:
Offers a unified Bayesian approach to handle missing data in longitudinal studies. This book contains examples and case studies on aging and HIV. It describes assumptions that include MAR and ignorability, demonstrate the importance of covariance modeling with incomplete data, and cover mixture and selection models for nonignorable missingness.
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