Finite sample performance of kernel-based regression methods for non-parametric additive models under common bandwidth selection criterion

摘要

In this paper, we investigate the finite sample performance of four kernel-based estimators that are currently available for additive non-parametric regression models-the classic backfitting estimator (CBE), the smooth backfitting estimator, the marginal