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R package: fdapoi

This R package belongs to the supplementary material for the paper:

Super-Consistent Estimation of Points of Impact in Nonparametric Regression with Functional Predictors

by Dominik Poß, Dominik Liebl, Alois Kneip, Hedwig Eisenbarth, Tor D. Wager, and Lisa Feldman Barrett

Installation

The R-package can be installed using the following commands:

devtools::install_github("lidom/fdapoi/fdapoi")

Replications

The R-scripts Simulation.R and Application.R allow you to replicate the main results of our simulation study and the real-data application of the paper.

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R package for estimating points of impact in functional predictors

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