On the estimation of the order of smoothness of the regression function

Daniel Taylor-Rodriguez, Sujit Ghosh

The order of smoothness chosen in nonparametric estimation problems is critical. This choice balances the tradeoff between model parsimony and data overfitting. The most common app…