Imputation of systematically missing predictors in an individual participant data meta-analysis: a generalized approach using MICE

A new framework to enhance the interpretation of external validation studies of clinical prediction models

(2015) Thomas P.A. Debray et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

mice: Multivariate Imputation by Chained Equations inR

(2015) Stef van Buuren et al.   Journal of Statistical Software

Developing and validating risk prediction models in an individual participant data meta-analysis

(2014) Ikhlaaq Ahmed et al.   BMC Medical Research Methodology

Exclusion of deep vein thrombosis using the Wells rule in clinically important subgroups: individual patient data meta-analysis

(2014) G. J. Geersing et al.   BMJ-British Medical Journal

Individual Participant Data Meta-Analysis for a Binary Outcome: One-Stage or Two-Stage?

(2013) Thomas P. A. Debray et al.   PLoS One

Combining multiple imputation and meta-analysis with individual participant data

(2013) Stephen Burgess et al.   STATISTICS IN MEDICINE

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

(2013) Matthieu Resche-Rigon et al.   STATISTICS IN MEDICINE

A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis

(2013) Thomas P.A. Debray et al.   STATISTICS IN MEDICINE

Prognosis Research Strategy (PROGRESS) 2: Prognostic Factor Research

(2013) Richard D. Riley et al.   PLOS MEDICINE

Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

(2013) Ewout W. Steyerberg et al.   PLOS MEDICINE

A clinical prediction model to assess the risk of operative delivery

(2012) E Schuit et al.   BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY

Incorporating published univariable associations in diagnostic and prognostic modeling

(2012) Thomas P A Debray et al.   BMC Medical Research Methodology

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

(2012) Karel G M Moons et al.   HEART

Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures

(2010) Peter C Austin  

Multiple imputation using chained equations: Issues and guidance for practice

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

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

(2009)   STATISTICS IN MEDICINE

Generalized linear mixed models: a practical guide for ecology and evolution

(2009) Benjamin M. Bolker et al.   TRENDS IN ECOLOGY & EVOLUTION

Predicting Outcome after Traumatic Brain Injury: Development and International Validation of Prognostic Scores Based on Admission Characteristics

(2008) Ewout W Steyerberg et al.   PLOS MEDICINE

Recent developments in meta-analysis

(2007) Alexander J. Sutton et al.   STATISTICS IN MEDICINE