Regression analysis when covariates are regression parameters of a random effects model for observed longitudinal measurements.

Abstract

We consider regression analysis when covariate variables are the underlying regression coefficients of another linear mixed model. A naive approach is to use each subject's repeated measurements, which are assumed to follow a linear mixed model, and obtain subject-specific estimated coefficients to replace the covariate variables. However, directly… (More)

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