Studying missingness in spinal cord injury data: challenges and impact of data imputation

Studying missingness in spinal cord injury data: challenges and impact of data imputation

Abstract Background In the last decades, medical research fields studying rare conditions such as spinal cord injury (SCI) have made extensive efforts to collect large-scale data. However, most analysis methods rely on complete data. This is particularly troublesome when studying clinical data as th...

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Manylion Llyfryddiaeth
Prif Awduron: Lucie Bourguignon, Louis P. Lukas, James D. Guest, Fred H. Geisler, Vanessa Noonan, Armin Curt, Sarah C. Brüningk, Catherine R. Jutzeler
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: BMC 2024-01-01
Cyfres:BMC Medical Research Methodology
Pynciau:
Missing data
Imputation
Spinal cord injury
Simulation study
Mynediad Ar-lein:https://doi.org/10.1186/s12874-023-02125-x

Rhyngrwyd

https://doi.org/10.1186/s12874-023-02125-x

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