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Consistent Estimation of Generalized Linear Models with High Dimensional Predictors via Stepwise Regression
Predictive models play a central role in decision making. Penalized regression approaches, such as least absolute shrinkage and selection operator (LASSO), have been widely used to construct predictive models and explain the impacts of the selected predictors, but the estimates are typically biased....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597260/ https://www.ncbi.nlm.nih.gov/pubmed/33286734 http://dx.doi.org/10.3390/e22090965 |