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

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