Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?
File(s)Oberman_Vink_letter_final_resubmitted.pdf (212.03 KB)
Accepted version
Author(s)
Type
Journal Article
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.
Date Issued
2023-10-12
Date Acceptance
2023-08-25
Citation
Biometrical Journal: journal of mathematical methods in biosciences, 2023, 66 (1)
ISSN
0323-3847
Publisher
Wiley-VCH Verlag
Journal / Book Title
Biometrical Journal: journal of mathematical methods in biosciences
Volume
66
Issue
1
Copyright Statement
Copyright © 2023 Owner. This is the peer reviewed version of the following article: Morris, T.P., White, I.R., Cro, S., Bartlett, J.W., Carpenter, J.R. and Pham, T.M. (2023), Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?. Biometrical Journal. 2300085., which has been published in final form at https://doi.org/10.1002/bimj.202300085. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited.
Identifier
https://www.ncbi.nlm.nih.gov/pubmed/37823668
Publication Status
Published
Coverage Spatial
Germany
Article Number
2300085
Date Publish Online
2023-10-12