Proper Use of Multiple Imputation and Dealing with Missing Covariate Data

World Neurosurgery, vol. 161, pp. 284–290

Authors 7

1. Seyed Ehsan Saffari

   National University of Singapore · Duke-NUS Medical School · National Neuroscience Institute

   Affiliation as printed

   Duke-NUS Medical School, National University of Singapore, Singapore, Singapore; National Neuroscience Institute, Singapore, Singapore

   DukeeNUS Medical School, National University of Singapore, Singapore, Singapore;

   National Neuroscience Institute, Singapore, Singapore;

2. Victor Volovici

   Erasmus MC

   Affiliation as printed

   Erasmus MC Stroke Center, Department of Neurosurgery, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands

   Erasmus MC Stroke Center, Department of Neurosurgery, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands;

3. Marcus Eng Hock Ong

   SingHealth · National University of Singapore · Singapore General Hospital · Duke-NUS Medical School

   Affiliation as printed

   Duke-NUS Medical School, National University of Singapore, Singapore, Singapore; Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore; Health Services Research Centre, Singapore Health Services, Singapore, Singapore

   Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore;

   DukeeNUS Medical School, National University of Singapore, Singapore, Singapore;

   Health Services Research Centre, Singapore Health Services, Singapore, Singapore;

4. Benjamin Alan Goldstein

   National University of Singapore · Duke University · Duke-NUS Medical School

   Affiliation as printed

   Duke-NUS Medical School, National University of Singapore, Singapore, Singapore; Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA

   Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA;

   DukeeNUS Medical School, National University of Singapore, Singapore, Singapore;

5. Rúben Dammers

   Erasmus MC

   Affiliation as printed

   Erasmus MC Stroke Center, Department of Neurosurgery, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands

   Erasmus MC Stroke Center, Department of Neurosurgery, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands;

6. Ewout Willem Steyerberg Aachen Department of Biomedical Data Sciences

   Leiden University Medical Center · Erasmus MC

   Affiliation as printed

   Department of Public Health, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands

   Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands;

   Department of Public Health, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands;

7. Nan Liu corresponding

   SingHealth · National University of Singapore · SingHealth Duke-NUS Academic Medical Centre · Duke-NUS Medical School · Institute of Data Science

   Affiliation as printed

   Duke-NUS Medical School, National University of Singapore, Singapore, Singapore; Health Services Research Centre, Singapore Health Services, Singapore, Singapore; SingHealth AI Health Program, Singapore Health Services, Singapore, Singapore; Institute of Data Science, National University of Singapore, Singapore, Singapore. Electronic address: liu.nan@duke-nus.edu.sg

   DukeeNUS Medical School, National University of Singapore, Singapore, Singapore;

   Health Services Research Centre, Singapore Health Services, Singapore, Singapore;

   Institute of Data Science, National University of Singapore, Singapore, Singapore

   SingHealth AI Health Program, Singapore Health Services, Singapore, Singapore; and