Multiple imputation for handling systematically missing confounders in meta-analysis of individual participant data

Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods

(2012) Shaun R Seaman et al.   BMC Medical Research Methodology

Carotid intima-media thickness progression to predict cardiovascular events in the general population (the PROG-IMT collaborative project): a meta-analysis of individual participant data

(2012) Matthias W Lorenz et al.   LANCET

Quantifying the impact of fixed effects modeling of clusters in multiple imputation for cluster randomized trials

(2011) Rebecca R. Andridge   BIOMETRICAL JOURNAL

Software for semiparametric shared gamma and log-normal frailty models: An overview

(2011) Katharina Hirsch et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Rejoinder to commentaries on ‘Multivariate meta-analysis: Potential and promise’

(2011) Dan Jackson et al.   STATISTICS IN MEDICINE

Carotid Plaque Area and Intima-Media Thickness in Prediction of First-Ever Ischemic Stroke

(2011) Ellisiv B. Mathiesen et al.   STROKE

Individual progression of carotid intima media thickness as a surrogate for vascular risk (PROG-IMT): Rationale and design of a meta-analysis project

(2010) Matthias W. Lorenz et al.   AMERICAN HEART JOURNAL

Comparison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study

(2010) Andrea Marshall et al.   BMC Medical Research Methodology

Is carotid intima media thickness useful for individual prediction of cardiovascular risk? Ten-year results from the Carotid Atherosclerosis Progression Study (CAPS)

(2010) M. W. Lorenz et al.   EUROPEAN HEART JOURNAL

Carotid Intima-Media Thickness and Presence or Absence of Plaque Improves Prediction of Coronary Heart Disease Risk

(2010) Vijay Nambi et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Multiple imputation using chained equations: Issues and guidance for practice

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

Carotid- intima media thickness is independently associated with cognitive decline. The INVADE study

(2009) K. Sander et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

Systematically missing confounders in individual participant data meta-analysis of observational cohort studies

(2009)   STATISTICS IN MEDICINE

Imputing missing covariate values for the Cox model

(2009) Ian R. White et al.   STATISTICS IN MEDICINE

Multiple imputation inference for multivariate multilevel continuous data with ignorable non-response

(2008) R. M Yucel   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Practical methodology of meta-analysis of individual patient data using a survival outcome

(2007) Sandrine Katsahian et al.   Contemporary Clinical Trials