Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates

Li Wang, Lan Xue, Annie Qu +1

We propose generalized additive partial linear models for complex data which allow one to capture nonlinear patterns of some covariates, in the presence of linear components. The p…