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funcharts 1.4.0

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@capezza capezza released this 15 Feb 16:44
  • rpca_mfd() performs multivariate functional principal component analysis as described in Capezza et al. (2022).
  • functional_filter() performs the functional filtering step of the robust multivariate functional control chart framework of Capezza et al. (2022).
  • RoMFDI() performs the robust multivariate functional data imputation step as described in Capezza et al. (2022).
  • RoMFCC_PhaseI() performs Phase I of the robust multivariate functional control chart framework of Capezza et al. (2022).
  • RoMFCC_PhaseII() performs Phase II of the robust multivariate functional control chart framework of Capezza et al. (2022).

References:

  • Capezza, C., Centofanti, F., Lepore, A., Palumbo, B. (2022) Robust Multivariate Functional Control Charts. arXiv:2207.07978v.