2 papers
math.ST2026
Asymptotic confidence bands for the histogram regression estimator
Natalie Neumeyer, Jan Rabe, Mathias Trabs
Asymptotic uniform confidence bands are constructed for a multivariate nonparametric regression model with heteroscedastic noise, employing histogram estimators under flexible part…
math.ST2025
Asymptotic confidence bands for centered purely random forests
Natalie Neumeyer, Jan Rabe, Mathias Trabs
In a multivariate nonparametric regression setting we construct explicit asymptotic uniform confidence bands for centered purely random forests. Since the most popular example in t…