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")
devtools::install_github("unina-sfere/funcharts")
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