statKim / mcfda.rob

The robust modification of the R package "mcfda" (Not official version)

Robust mean and covariance estimation for functional snippets

This is the robust modification of the R package, mcfda, by replacing the local linear smoother to the M-type local linear smoother for mean and variance function.

To use this package, you require an additional package robfpca. You can also download using the command devtools::install_github("statKim/robfpca")

This is not complete version, and we stopped this project.

Installation

# install.packages("devtools")
devtools::install_github("statKim/robfpca")    # It should be required.
devtools::install_github("statKim/mcfda.rob")