Generalized Sparse Additive Model with Unknown Link Function

Peipei Yuan, Xinge You, Hong Chen +2

Generalized additive models (GAM) have been successfully applied to high dimensional data analysis. However, most existing methods cannot simultaneously estimate the link function,…