The goal of funcharts
is to provide control charts for
the statistical process monitoring of multivariate functional data
densely observed on one-dimensional intervals. The package is thoroughly
illustrated in the paper of Capezza et al. (2023). The package provides
the methodologies proposed in Colosimo and Pacella (2010), Capezza et
al. (2020) and Centofanti et al. (2021). Moreover, this package provides
a new class mfd
for multivariate functional data that is a
wrapper of the class fd
of the package fda
.
See the vignette("mfd", package = "funcharts")
.
In particular:
vignette("colosimo2010", package = "funcharts")
vignette("capezza2020", package = "funcharts")
.vignette("centofanti2021", package = "funcharts")
.You can install the CRAN version of the R package
funcharts
by doing:
install.packages("funcharts")
You can install the development version from GitHub with:
# install.packages("devtools")
::install_github("unina-sfere/funcharts") devtools