funestim is an R-package that allows users to estimate the mean and the covariance of a functional dataset using an estimation of the regularity of the curves. The curves can be irregularly sampled.
Installation
To install the latest version directly from GitHub, please use
# install.packages("devtools")
devtools::install_github("StevenGolovkine/funestim")To build the vignette as well, please use
# install.packages("devtools")
devtools::install_github("StevenGolovkine/funestim", build_vignettes = TRUE)Dependencies
The funestim package depends on the R-packages dplyr, fdapace, funData, gss, KernSmooth, magrittr, MASS, purrr, Rcpp and RcppArmadillo, tidyr,
References
The theoretical foundations of the estimation of the mean and covariance functions are described in:
Golovkine S., Klutchnikoff N., Patilea V. (2021) - Adaptive estimation of irregular mean and covariance functions.
Bug reports
Please use GitHub issues for reporting bugs or issues.
