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International Journal of Social Research Methodology Volume 19, 2016 - Issue 5
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Articles

Multiple imputation for missing data in a longitudinal cohort study: a tutorial based on a detailed case study involving imputation of missing outcome data

Katherine J. LeeClinical Epidemiology and Biostatistics Unit, Murdoch Childrens Research Institute, Melbourne, Australia;Department of Paediatrics, University of Melbourne, Melbourne, AustraliaCorrespondence[email protected]
,
Gehan RobertsDepartment of Paediatrics, University of Melbourne, Melbourne, Australia;Victorian Infant Brain Studies, Murdoch Childrens Research Institute, Melbourne, Australia;Royal Children’s Hospital, Melbourne, Australia
,
Lex W. DoyleVictorian Infant Brain Studies, Murdoch Childrens Research Institute, Melbourne, Australia;Neonatal Services, Royal Women’s Hospital, Melbourne, Australia;Department of Obstetrics & Gynaecology, University of Melbourne, Melbourne, Australia
,
Peter J. AndersonDepartment of Paediatrics, University of Melbourne, Melbourne, Australia;Victorian Infant Brain Studies, Murdoch Childrens Research Institute, Melbourne, Australia
&
John B. CarlinClinical Epidemiology and Biostatistics Unit, Murdoch Childrens Research Institute, Melbourne, Australia;Department of Paediatrics, University of Melbourne, Melbourne, Australia
Pages 575-591 | Received 15 Nov 2014, Accepted 03 Jun 2015, Published online: 03 Feb 2016

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