Posterior predictive checking of multiple imputation models

Multiple Imputation with Diagnostics (mi) inR: Opening Windows into the Black Box

(2015) Yu-Sung Su et al.   Journal of Statistical Software

AmeliaII: A Program for Missing Data

(2015) James Honaker et al.   Journal of Statistical Software

Two simple examples for understanding posterior p-values whose distributions are far from uniform

(2013) Andrew Gelman   Electronic Journal of Statistics

Missing Data

(2012) James H. Ware et al.   NEW ENGLAND JOURNAL OF MEDICINE

The Prevention and Treatment of Missing Data in Clinical Trials

(2012) Roderick J. Little et al.   NEW ENGLAND JOURNAL OF MEDICINE

Risk Factors for Childhood Mental Health Symptoms: National Longitudinal Study of Australian Children

(2011) J. K. Bayer et al.   PEDIATRICS

Diagnosing imputation models by applying target analyses to posterior replicates of completed data

(2011) Yulei He et al.   STATISTICS IN MEDICINE

Multiple Imputation for Missing Data via Sequential Regression Trees

(2010) L. F. Burgette et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Multiple Imputation for Missing Data: Fully Conditional Specification Versus Multivariate Normal Imputation

(2010) K. J. Lee et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

The use and reporting of multiple imputation in medical research - a review

(2010) A. Mackinnon   JOURNAL OF INTERNAL MEDICINE

Multiple imputation using chained equations: Issues and guidance for practice

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

Multiple Imputation With Large Data Sets: A Case Study of the Children's Mental Health Initiative

(2009) E. A. Stuart et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Multiple imputation in a large-scale complex survey: a practical guide

(2009) Y. He et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Diagnostics for multivariate imputations

(2008) Kobi Abayomi et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS