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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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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Pijyan, Alex, Zheng, Qi, Hong, Hyokyoung G., Li, Yi
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha: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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