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    Variable Selection for Generalized Linear Model with Highly Correlated Covariates

    The penalized variable selection methods are often used to select the relevant covariates and estimate the unknown regression coefficients simultaneously, but these existing methods may fail to be consistent f...

    Li Li Yue, Wei Tao Wang, Gao Rong Li in Acta Mathematica Sinica, English Series (2024)