Semi-supervised estimation for the varying coefficient regression model

In many cases, the 'labeled' outcome is difficult to observe and may require a complicated or expensive procedure, and the predictor information is easy to be obtained. We propose a semi-supervised estimator for the one-dimensional varying coefficient regression model which improves the co...

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Bibliographic Details
Main Authors: Peng Lai, Wenxin Tian, Yanqiu Zhou
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:AIMS Mathematics
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2024004?viewType=HTML