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funcharts: Functional Control Charts

Provides functional control charts for statistical process monitoring of functional data, using the methods of Capezza et al. (2020) <doi:10.1002/asmb.2507>, Centofanti et al. (2021) <doi:10.1080/00401706.2020.1753581>, and Capezza et al. (2024) <doi:10.1080/00401706.2024.2327346>. The package is thoroughly illustrated in the paper of Capezza et al (2023) <doi:10.1080/00224065.2023.2219012>.

Version: 1.5.0
Depends: R (≥ 3.6.0), robustbase
Imports: fda, ggplot2, rlang, parallel, tidyr, patchwork, RSpectra, matrixStats, roahd, dplyr, stringr, fda.usc, rrcov, rofanova, Matrix, MASS, mvtnorm, Rcpp, Rfast
LinkingTo: Rcpp, RcppArmadillo
Suggests: covr, knitr, rmarkdown, testthat
Published: 2024-07-19
DOI: 10.32614/CRAN.package.funcharts
Author: Christian Capezza [cre, aut], Fabio Centofanti [aut], Antonio Lepore [aut], Alessandra Menafoglio [aut], Biagio Palumbo [aut], Simone Vantini [aut]
Maintainer: Christian Capezza <christian.capezza at unina.it>
BugReports: https://github.com/unina-sfere/funcharts/issues
License: GPL-3
URL: https://github.com/unina-sfere/funcharts
NeedsCompilation: yes
Citation: funcharts citation info
Materials: NEWS
In views: FunctionalData
CRAN checks: funcharts results

Documentation:

Reference manual: funcharts.pdf
Vignettes: capezza2020
centofanti2021
colosimo2010
mfd

Downloads:

Package source: funcharts_1.5.0.tar.gz
Windows binaries: r-devel: funcharts_1.5.0.zip, r-release: funcharts_1.5.0.zip, r-oldrel: funcharts_1.5.0.zip
macOS binaries: r-release (arm64): funcharts_1.5.0.tgz, r-oldrel (arm64): funcharts_1.5.0.tgz, r-release (x86_64): funcharts_1.5.0.tgz, r-oldrel (x86_64): funcharts_1.5.0.tgz
Old sources: funcharts archive

Linking:

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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.