funcharts-package {funcharts}R Documentation

funcharts: Functional Control Charts

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, Centofanti et al. (2021) doi:10.1080/00401706.2020.1753581, Capezza et al. (2024) doi:10.1080/00401706.2024.2327346, Capezza et al. (2024) doi:10.1080/00224065.2024.2383674, Centofanti et al. (2022) doi:10.48550/arXiv.2205.06256. The package is thoroughly illustrated in the paper of Capezza et al (2023) doi:10.1080/00224065.2023.2219012.

Author(s)

Maintainer: Christian Capezza christian.capezza@unina.it

Authors:

Other contributors:

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:


[Package funcharts version 1.7.0 Index]