estimate_constant: Perform the estimation of the constant L_0.

In StevenGolovkine/funestim: Nonparametric Kernel Smoothing Methods for Functional Data

Perform the estimation of the constant L_0.

Description

This function performs an estimation of L_0 used for the estimation of the bandwidth for a univariate kernel regression estimator defined over continuous domains data.

Usage

estimate_constant(curves_smooth, regularity)

Arguments

curves_smooth	List, resulting from the presmoothing function.
regularity	Numeric, estimation of the regularity of the curves and resulting from the the estimate_regularity function.

Value

Numeric, an estimation of L_0 at t_0.

References

Golovkine S., Klutchnikoff N., Patilea V. (2021) - Adaptive estimation of irregular mean and covariance functions.

StevenGolovkine/funestim documentation built on June 15, 2022, 3:42 a.m.