Projection-based local linear regression for scalar-on-function nonparametric regression outperforms local constant asymptotically and yields a consistent estimator for the functional derivative of the regression operator.
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Scalar-on-function local linear regression and beyond
Projection-based local linear regression for scalar-on-function nonparametric regression outperforms local constant asymptotically and yields a consistent estimator for the functional derivative of the regression operator.