Abstract:
In the longitudinal data analysis we integrate flexible linear predictor link function and highcorrelated
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
model. We assess the performance of our proposed model using simulations and an application to an
analysis of acquired immunodeficiency syndrome data set.
