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Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?

Authors :
Morris TP
White IR
Cro S
Bartlett JW
Carpenter JR
Pham TM
Source :
Biometrical journal. Biometrische Zeitschrift [Biom J] 2024 Jan; Vol. 66 (1), pp. e2300085. Date of Electronic Publication: 2023 Oct 12.
Publication Year :
2024

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.<br /> (© 2023 Wiley-VCH GmbH.)

Details

Language :
English
ISSN :
1521-4036
Volume :
66
Issue :
1
Database :
MEDLINE
Journal :
Biometrical journal. Biometrische Zeitschrift
Publication Type :
Editorial & Opinion
Accession number :
37823668
Full Text :
https://doi.org/10.1002/bimj.202300085