Estimation of the mean of the partially linear single-index errors-in-variables model with missing response variables

Abstract In this paper, we estimate the mean of the partially linear single-index errors-in-variables model with missing response variables. The linear covariate is measured with additive error, therefore missing is not random. Two special estimators are defined that include a semiparametric regress...

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Bibliographic Details
Main Authors: Xin Qi, ZhuoXi Yu
Format: Article
Language:English
Published: SpringerOpen 2020-01-01
Series:Journal of Inequalities and Applications
Subjects:
Online Access:https://doi.org/10.1186/s13660-020-2299-9