10 citations · 20 across the 19 of their papers we have counts for
Showing 2025 · math.STShow all
2 papers · 2 filters
math.ST2025
On the pointwise and sup-norm errors for local regression estimators
Jérémy Bettinger, François Portier, Adrien Saumard
In this paper, we analyze the behavior of various non-parametric local regression estimators, i.e. estimators that are based on local averaging, for estimating a Lipschitz regressi…
math.ST2025
A theory of shape regularity for local regression maps
Jérémy Bettinger, François Portier, Adrien Saumard
We introduce the concept of shape-regular regression maps as a framework to derive optimal rates of convergence for various non-parametric local regression estimators. Using Vapnik…