Articles with "functional categorical" as a keyword



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Uniform convergence rates and automatic variable selection in nonparametric regression with functional and categorical covariates

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Published in 2022 at "Journal of Nonparametric Statistics"

DOI: 10.1080/10485252.2023.2207673

Abstract: In Selk and Gertheiss (2022) a nonparametric prediction method for models with multiple functional and categorical covariates is introduced. The dependent variable can be categorical (binary or multi-class) or continuous, thus both classification and regression… read more here.

Keywords: regression; convergence rates; uniform convergence; categorical covariates ... See more keywords