Modified BIC Criterion for Model Selection in Linear Mixed Models

Modified BIC Criterion for Model Selection in Linear Mixed Models

Linear mixed-effects models are widely used in applications to analyze clustered, hierarchical, and longitudinal data. Model selection in linear mixed models is more challenging than that of linear models as the parameter vector in a linear mixed model includes both fixed effects and variance compon...

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Bibliographic Details
Main Authors: Hang Lai, Xin Gao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Mathematics
Subjects:
linear mixed models
BIC
model selection
chi-bar-squared distribution
complex data
statistical modeling
Online Access:https://www.mdpi.com/2227-7390/11/9/2130

Internet

https://www.mdpi.com/2227-7390/11/9/2130

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