funcharts: 'funcharts' package
In funcharts: Functional Control Charts
funcharts R Documentation
funcharts package
Description
Provides functional control charts
for statistical process monitoring of functional data,
using the methods of Capezza et al. (2020) doi:10.1002/asmb.2507 and
Centofanti et al. (2021) doi:10.1080/00401706.2020.1753581.
The package is thoroughly illustrated in the paper of
Capezza et al (2023) doi:10.1080/00224065.2023.2219012
References
Capezza C, Centofanti F, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2023)
funcharts: control charts for multivariate functional data in R.
Journal of Quality Technology, doi:10.1002/asmb.2507
Capezza C, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2020)
Control charts for
monitoring ship operating conditions and CO2 emissions based
on scalar-on-function regression.
Applied Stochastic Models in Business and Industry,
36(3):477–500.
doi:10.1002/asmb.2507
Centofanti F, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2021)
Functional Regression Control Chart.
Technometrics, 63(3), 281–294. doi:10.1080/00401706.2020.1753581
funcharts documentation built on Sept. 8, 2023, 6:04 p.m.
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| funcharts | R Documentation |
funcharts package
Description
Provides functional control charts for statistical process monitoring of functional data, using the methods of Capezza et al. (2020) doi:10.1002/asmb.2507 and Centofanti et al. (2021) doi:10.1080/00401706.2020.1753581. The package is thoroughly illustrated in the paper of Capezza et al (2023) doi:10.1080/00224065.2023.2219012
References
Capezza C, Centofanti F, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2023) funcharts: control charts for multivariate functional data in R. Journal of Quality Technology, doi:10.1002/asmb.2507
Capezza C, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2020) Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression. Applied Stochastic Models in Business and Industry, 36(3):477–500. doi:10.1002/asmb.2507
Centofanti F, Lepore A, Menafoglio A, Palumbo B, Vantini S. (2021) Functional Regression Control Chart. Technometrics, 63(3), 281–294. doi:10.1080/00401706.2020.1753581
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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