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Statistical quantification of confounding bias in machine learning models
BACKGROUND: The lack of nonparametric statistical tests for confounding bias significantly hampers the development of robust, valid, and generalizable predictive models in many fields of research. Here I propose the partial confounder test, which, for a given confounder variable, probes the null hyp...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412867/ https://www.ncbi.nlm.nih.gov/pubmed/36017878 http://dx.doi.org/10.1093/gigascience/giac082 |