A greedy regression algorithm with coarse weights offers novel advantages

Regularized regression analysis is a mature analytic approach to identify weighted sums of variables predicting outcomes. We present a novel Coarse Approximation Linear Function (CALF) to frugally select important predictors and build simple but powerful predictive models. CALF is a linear regressio...

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Detalles Bibliográficos
Autores principales: Jeffries, Clark D., Ford, John R., Tilson, Jeffrey L., Perkins, Diana O., Bost, Darius M., Filer, Dayne L., Wilhelmsen, Kirk C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971398/
https://www.ncbi.nlm.nih.gov/pubmed/35361850
http://dx.doi.org/10.1038/s41598-022-09415-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971398/
https://www.ncbi.nlm.nih.gov/pubmed/35361850
http://dx.doi.org/10.1038/s41598-022-09415-2

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