Multiple imputation for IPD meta-analysis: allowing for heterogeneity and studies with missing covariates

REALCOM-IMPUTESoftware for Multilevel Multiple Imputation with Mixed Response Types

(2015) James R. Carpenter et al.   Journal of Statistical Software

Joint modelling rationale for chained equations

(2014) Rachael A Hughes et al.   BMC Medical Research Methodology

Fitting multilevel multivariate models with missing data in responses and covariates that may include interactions and non-linear terms

(2013) Harvey Goldstein et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Combining multiple imputation and meta-analysis with individual participant data

(2013) Stephen Burgess et al.   STATISTICS IN MEDICINE

A critical review of methods for the assessment of patient-level interactions in individual participant data meta-analysis of randomized trials, and guidance for practitioners

(2011) D.J. Fisher et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Random covariances and mixed-effects models for imputing multivariate multilevel continuous data

(2011) Recai M Yucel   STATISTICAL MODELLING

Multilevel models with multivariate mixed response types

(2009) Harvey Goldstein et al.   STATISTICAL MODELLING