Journal article

Model checking in multiple imputation: an overview and case study

Cattram D Nguyen, John B Carlin, Katherine J Lee

Emerging Themes in Epidemiology | BMC | Published : 2017

DOI: 10.1186/s12982-017-0062-6

Grants

Awarded by National Health and Medical Research Council

Awarded by Centre of Research Excellence

Funding Acknowledgements

This work was supported by funding from the National Health and Medical Research Council: Career Development Fellowship ID 1053609 (KJL), Project Grant ID 607400 (JBC, KJL), Project Grant ID 1127984 (KJL, JBC) and a Centre of Research Excellence grant ID 1035261 (JBC), which funded the Victorian Centre for Biostatistics (ViCBiostat).

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Keywords

Fully Conditional Specification
Missing Data
Posterior Predictive Checking
Cross-Validation
Multiple Imputation
Science & Technology
Model Checking
Missing-Data
Diagnostics
Public, Environmental & Occupational Health
Life Sciences & Biomedicine