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...

Full description

Bibliographic Details
Main Authors: Lucie Bourguignon, Louis P. Lukas, James D. Guest, Fred H. Geisler, Vanessa Noonan, Armin Curt, Sarah C. Brüningk, Catherine R. Jutzeler
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Medical Research Methodology
Subjects:
Missing data
Imputation
Spinal cord injury
Simulation study
Online Access:https://doi.org/10.1186/s12874-023-02125-x

Internet

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

Similar Items