Aggregate Kernel Inverse Regression Estimation

Sufficient dimension reduction (SDR) is a useful tool for nonparametric regression with high-dimensional predictors. Many existing SDR methods rely on some assumptions about the distribution of predictors. Wang et al. proposed an aggregate dimension reduction method to reduce the dependence on the d...

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Bibliographic Details
Main Authors: Wenjuan Li, Wenying Wang, Jingsi Chen, Weidong Rao
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/12/2682