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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:
You can install the development version from GitHub with:
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.