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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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Bibliographic Details
Published in:Entropy (Basel)
Main Authors: Pijyan, Alex, Zheng, Qi, Hong, Hyokyoung G., Li, Yi
Format: Artigo
Language:Inglês
Published: MDPI 2020
Subjects:
Online Access: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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