Multicollinearity and Linear Predictor Link Function Problems in Regression Modelling of Longitudinal Data

Multicollinearity and Linear Predictor Link Function Problems in Regression Modelling of Longitudinal Data

In the longitudinal data analysis we integrate flexible linear predictor link function and high-correlated predictor variables. Our approach uses B-splines for non-parametric part in the linear predictor component. A generalized estimation equation is used to estimate the parameters of the proposed...

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Bibliographic Details
Main Authors: Mozhgan Taavoni, Mohammad Arashi, Samuel Manda
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
generalized estimating equations
longitudinal data
multicollinearity
partially generalized linear models
ridge regression
Online Access:https://www.mdpi.com/2227-7390/11/3/530

Internet

https://www.mdpi.com/2227-7390/11/3/530

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