Model checking in multiple imputation: an overview and case study

Abstract Background Multiple imputation has become very popular as a general-purpose method for handling missing data. The validity of multiple-imputation-based analyses relies on the use of an appropriate model to impute the missing values. Despite the widespread use of multiple imputation, there a...

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Bibliographic Details
Main Authors: Cattram D. Nguyen, John B. Carlin, Katherine J. Lee
Format: Article
Language:English
Published: BMC 2017-08-01
Series:Emerging Themes in Epidemiology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12982-017-0062-6