Partial Least Squares Regression Trees for Multivariate Response Data With Multicollinear Predictors

Some problems arise in analyzing massive complex data consisting of multivariate response variables and a large number of multicollinear predictor variables, especially when the sample sizes compared to the number of predictors are small. Rather than ordinary linear regression modeling approaches, l...

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Bibliographic Details
Main Authors: Wenxing Yu, Shin-Jae Lee, Hyungjun Cho
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10460542/