Posterior predictive checking of multiple imputation models

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Funding Acknowledgements

This work was supported by funding from the National Health and Medical Research Council: Career Development Fellowship ID 1053609 (KJL), a Centre of Research Excellence grant ID 1035261 (JBC), awarded to the Victorian Centre for Biostatistics (ViCBiostat), and Project Grant ID 607400 (JBC, KJL). The authors would like to thank Ian White for helpful discussions relating to this paper. The authors also acknowledge support provided to the Murdoch Childrens Research Institute through the Victorian Government's Operational Infrastructure Support Program. This paper used unit record data from Growing Up in Australia, the Longitudinal Study of Australian Children. The study is conducted in partnership among the Department of Social Services (DSS), Australian Institute of Family Studies (AIFS), and Australian Bureau of Statistics (ABS). The findings and views reported in this paper are those of the authors and should not be attributed to DSS, AIFS, or ABS.