Philippe Vieu, Nonparametric Regression: Optimal Local Bandwidth Choice, Journal of the Royal Statistical Society. Series B (Methodological), Vol. 53, No. 2 (1991), pp. 453-464 ...

We consider nonparametric regression of a scalar outcome on a covariate when the outcome is missing at random (MAR) given the covariate and other observed auxiliary variables. We propose a class of ...

Nonparametric Regression for Functional Data Publication Trend The graph below shows the total number of publications each year in Nonparametric Regression for Functional Data.

Nonparametric regression for functional data provides a flexible statistical framework for modelling relationships between a scalar response and predictors that are inherently functional in nature.