Nonparametric, tuning-free estimation of S-shaped functions

Oliver Y. Feng, Yining Chen, Qiyang Han +2

We consider the nonparametric estimation of an S-shaped regression function. The least squares estimator provides a very natural, tuning-free approach, but results in a non-convex…