Cargando…
External validation of clinical prediction models: simulation-based sample size calculations were more reliable than rules-of-thumb
INTRODUCTION: Sample size “rules-of-thumb” for external validation of clinical prediction models suggest at least 100 events and 100 non-events. Such blanket guidance is imprecise, and not specific to the model or validation setting. We investigate factors affecting precision of model performance es...
Autores principales: | Snell, Kym I.E., Archer, Lucinda, Ensor, Joie, Bonnett, Laura J., Debray, Thomas P.A., Phillips, Bob, Collins, Gary S., Riley, Richard D. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352630/ https://www.ncbi.nlm.nih.gov/pubmed/33596458 http://dx.doi.org/10.1016/j.jclinepi.2021.02.011 |
Ejemplares similares
-
Meta-analysis of prediction model performance across multiple
studies: Which scale helps ensure between-study normality for the
C-statistic and calibration measures?
por: Snell, Kym IE, et al.
Publicado: (2017) -
Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model
por: Snell, Kym I.E., et al.
Publicado: (2016) -
External validation of clinical prediction models using big datasets from
e-health records or IPD meta-analysis: opportunities and challenges
por: Riley, Richard D, et al.
Publicado: (2016) -
Simulation-based power calculations for planning a two-stage individual participant data meta-analysis
por: Ensor, Joie, et al.
Publicado: (2018) -
Minimum sample size for developing a multivariable prediction model: PART II ‐ binary and time‐to‐event outcomes
por: Riley, Richard D, et al.
Publicado: (2018)