Semi-parametric regression: Efficiency gains from modeling the nonparametric part

Kyusang Yu, Enno Mammen, Byeong U. Park

It is widely admitted that structured nonparametric modeling that circumvents the curse of dimensionality is important in nonparametric estimation. In this paper we show that the s…