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

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math.ST2014★ 67 cited

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…