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

Author:

Resche-Rigon Matthieu1234,White Ian R.1,Bartlett Jonathan W.5,Peters Sanne A.E.6,Thompson Simon G.1,

Affiliation:

1. MRC Biostatistics Unit; Institute of Public Health; Robinson Way Cambridge CB2 0SR U.K.

2. DBIM; Hôpital Saint-Louis, APHP; Paris France

3. Université Paris Diderot; Paris France

4. Inserm UMRS 717; Paris France

5. Department of Medical Statistics; London School of Hygiene and Tropical Medicine; Keppel Street London WC1E 7HT U.K.

6. Julius Center for Health Sciences and Primary Care; University Medical Center Utrecht; PO Box 85500 3508 GA Utrecht The Netherlands

Funder

Fondation de France

Medical Research Council

ESRC Follow-On Funding scheme

MRC

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference54 articles.

1. Meta-analysis of individual participant data: rationale, conduct, and reporting;Riley;British Medical Journal,2010

2. Meta-analysis of individual patient data from randomized trials: a review of methods used in practice;Simmonds;Clinical Trials,2005

3. Meta-analysis of the literature or of individual patient data: is there a difference?;Stewart;Lancet,1993

4. Meta-analysis in clinical trials;DerSimonian;Controlled Clinical Trials,1986

5. A multilevel model framework for meta-analysis of clinical trials with binary outcomes;Turner;Statistics in Medicine,2000

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