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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....

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Dades bibliogràfiques
Publicat a:Entropy (Basel)
Autors principals: Pijyan, Alex, Zheng, Qi, Hong, Hyokyoung G., Li, Yi
Format: Artigo
Idioma:Inglês
Publicat: MDPI 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597260/
https://ncbi.nlm.nih.gov/pubmed/33286734
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22090965
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