Morris, Tim P;
White, Ian R;
Cro, Suzie;
Bartlett, Jonathan W;
Carpenter, James R;
Pham, Tra My;
(2024)
Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?
Biometrical Journal
, 66
(1)
, Article 2300085. 10.1002/bimj.202300085.
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Abstract
For simulation studies that evaluate methods of handling missing data, we argue that generating partially observed data by fixing the complete data and repeatedly simulating the missingness indicators is a superficially attractive idea but only rarely appropriate to use.
| Type: | Article |
|---|---|
| Title: | Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods? |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1002/bimj.202300085 |
| Publisher version: | https://doi.org/10.1002/bimj.202300085 |
| Language: | English |
| Additional information: | This version is the author-accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > Inst of Clinical Trials and Methodology UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > Inst of Clinical Trials and Methodology > MRC Clinical Trials Unit at UCL |
| URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10178910 |
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