1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.ST2022★ 1 cited
Confidence intervals for nonparametric regression
David Barrera
We demonstrate and discuss nonasymptotic bounds in probability for the cost of a regression scheme with a general loss function from the perspective of the Rademacher theory, and f…
math.ST2021
Generalization bounds for nonparametric regression with mixing samples
David Barrera, Emmanuel Gobet
In this paper we present a series of results that permit to extend in a direct manner uniform deviation inequalities of the empirical process from the independent to the dependent…
math.PR2016
Quenched Asymptotics for the Discrete Fourier Transforms of a Stationary Process
David Barrera
In this dissertation, we show that the Central Limit Theorem and the Invariance Principle for Discrete Fourier Transforms discovered by Peligrad and Wu can be extended to the quenc…