funcharts-package: funcharts: Functional Control Charts

In funcharts: Functional Control Charts

funcharts: Functional Control Charts

Description

Provides functional control charts for statistical process monitoring of functional data, using the methods of Capezza et al. (2020) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1002/asmb.2507")}, Centofanti et al. (2021) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/00401706.2020.1753581")}, Capezza et al. (2024) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/00401706.2024.2327346")}, Capezza et al. (2024) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/00224065.2024.2383674")}, Centofanti et al. (2022) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.48550/arXiv.2205.06256")}. The package is thoroughly illustrated in the paper of Capezza et al (2023) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/00224065.2023.2219012")}.

Author(s)

Maintainer: Christian Capezza [e-mail]

Authors:

• Fabio Centofanti

• Antonio Lepore

• Biagio Palumbo

Other contributors:

• Alessandra Menafoglio [contributor]

• Simone Vantini [contributor]

References

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

Capezza, C., Centofanti, F., Lepore, A., Palumbo, B. (2024) Robust Multivariate Functional Control Chart. Technometrics, 66(4):531–547, doi:10.1080/00401706.2024.2327346.

Capezza, C., Capizzi, G., Centofanti, F., Lepore, A., Palumbo, B. (2025) An Adaptive Multivariate Functional EWMA Control Chart. Journal of Quality Technology, 57(1):1–15, doi:https://doi.org/10.1080/00224065.2024.2383674.

Centofanti, F., A. Lepore, M. Kulahci, and M. P. Spooner (2024). Real-time monitoring of functional data. Accepted for publication in Journal of Quality Technology.

See Also

Useful links:

• https://github.com/unina-sfere/funcharts

• Report bugs at https://github.com/unina-sfere/funcharts/issues

funcharts documentation built on April 3, 2025, 7:47 p.m.