External validation of models for predicting disability in community-dwelling older people in the Netherlands:A comparative study

Background: Advanced statistical modeling techniques may help predict health outcomes. However, it is not the case that these modeling techniques always outperform traditional techniques such as regression techniques. In this study, external validation was carried out for five modeling strategies for the prediction of the disability of community-dwelling older people in the Netherlands. Methods: We analyzed data from five studies consisting of community-dwelling older people in the Netherlands. For the prediction of the total disability score as measured with the Groningen Activity Restriction... Mehr ...

Verfasser: van der Ploeg, T.
Schalk, R.
Gobbens, R.J.J.
Dokumenttyp: Artikel
Erscheinungsdatum: 2023
Reihe/Periodikum: van der Ploeg , T , Schalk , R & Gobbens , R J J 2023 , ' External validation of models for predicting disability in community-dwelling older people in the Netherlands : A comparative study ' , Clinical Interventions in Aging , vol. 2023 , no. 18 , pp. 1873-1882 . https://doi.org/10.2147/CIA.S428036
Schlagwörter: Calibration / Correlation coefficient / External validation / Modeling techniques / Performance / Prediction models / Root of the mean squared error
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-27212511
Datenquelle: BASE; Originalkatalog
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Link(s) : https://research.tilburguniversity.edu/en/publications/df98affb-d7a3-4974-b6b7-22e941f26d69