Nonparametric depth and quantile regression for functional data
Nonparametric depth and quantile regression for functional data
We investigate nonparametric regression methods based on spatial depth and quantiles when the response and the covariate are both functions. As in classical quantile regression for finite dimensional data, regression techniques developed here provide insight into the influence of the functional covariate on different parts, like the center as well …