Nonparametric depth and quantile regression for functional data
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DOI: 10.3150/17-bej991
Abstract: 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… read more here.
Keywords: regression; nonparametric depth; regression functional; depth quantile ... See more keywords