Choosing the penalty in nonparametric regression: short and long-range dependence

Emmanuel Caron Parte, Jérôme Dedecker, Bertrand Michel

In this work, we study the one-dimensional regression problem under random design and Gaussian errors. Our framework is very general: we make no prior assumptions about the design…