Independence-Encouraging Subsampling for Nonparametric Additive Models

Yi Zhang, Lin Wang, Xiaoke Zhang +1

The additive model is a popular nonparametric regression method due to its ability to retain modeling flexibility while avoiding the curse of dimensionality. The backfitting algori…