A More Accurate Estimation of Semiparametric Logistic Regression

Growing interest in genomics research has called for new semiparametric models based on kernel machine regression for modeling health outcomes. Models containing redundant predictors often show unsatisfactory prediction performance. Thus, our task is to construct a method which can guarantee the est...

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Bibliographic Details
Main Authors: Xia Zheng, Yaohua Rong, Ling Liu, Weihu Cheng
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/19/2376