funcharts: Functional Control Charts
Provides functional control charts for statistical process monitoring of functional data, using the methods of Capezza et al. (2020) tools:::Rd_expr_doi("10.1002/asmb.2507") , Centofanti et al. (2021) tools:::Rd_expr_doi("10.1080/00401706.2020.1753581") , Capezza et al. (2024) tools:::Rd_expr_doi("10.1080/00401706.2024.2327346") , Capezza et al. (2024) tools:::Rd_expr_doi("10.1080/00224065.2024.2383674") , Centofanti et al. (2022) tools:::Rd_expr_doi("10.48550/arXiv.2205.06256") . The package is thoroughly illustrated in the paper of Capezza et al (2023) tools:::Rd_expr_doi("10.1080/00224065.2023.2219012") . package
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.
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Maintainer : Christian Capezza christian.capezza@unina.it
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