Preprints

  • Centofanti, F., Hubert, M., and Rousseeuw, P. J. (2025). Cellwise and Casewise Robust Covariance in High Dimensions. arXiv preprint arXiv:2505.19925. [arXiv] [code]
  • Hirari, M., Centofanti, F., Hubert, M., and Van Aelst, S. (2025). Robust Multilinear Principal Component Analysis. arXiv preprint arXiv:2503.07327. [arXiv]
  • Centofanti, F., Hubert, M. and Rousseeuw, P.J. (2024). Robust Principal Components by Casewise and Cellwise Weighting, arXiv preprint arXiv: 2408.13596. [arXiv] [code]
  • Capezza, C., Centofanti, F., Forcina, D., Lepore, A., and Palumbo, B. (2024). Functional Mixture Regression Control Chart. arXiv preprint arXiv:2410.20138. [arXiv] [code]

Articles in refereed journals

  • Centofanti, F., Lepore, A., and Palumbo, B. (2025). An Adaptive Multivariate Functional Control Chart. Technometrics. [doi] [arXiv] [code]
  • Simonelli, F., Centofanti, F., Lepore, A., Pariota, L., Marzano, V., and Palumbo, B. (2025). Data-driven investigation of traffic spatial correlation through functional data analysis. Transportation Research Part C: Emerging Technologies, 174, 105088. [doi]
  • Centofanti, F., Hubert, M., Palumbo, B., and Rousseeuw, P. J. (2025). Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation. Journal of Computational and Graphical Statistics, 34(1), 360-373. [doi] [arXiv] [code]
  • Centofanti, F., A. Lepore, M. Kulahci, and M. P. Spooner (2024). Real-time monitoring of functional data. Journal of Quality Technology. [doi] [arXiv] [code] [plot]
  • Capezza, C., Capizzi, G., Centofanti, F., Lepore, A., and Palumbo, B. (2024). An adaptive multivariate functional EWMA control chart. Journal of Quality Technology, 57(1), 1–15. [doi] [arXiv] [code]
  • Capezza, C., Centofanti, F., Lepore, A., Palumbo, B. (2024) Robust Multivariate Functional Control Chart. Technometrics, 66(4), 531–547. [doi] [arXiv] [code]
  • Centofanti, F., Lepore, A., and Palumbo, B. (2024) Sparse and smooth functional data clustering. Statistical Papers, 65(2), 795-825. [doi] [code]
  • Centofanti, F., Colosimo, B. M., Grasso, M. L., Menafoglio, A., Palumbo, B., and Vantini, S. (2023) Robust functional ANOVA with application to additive manufacturing. Journal of the Royal Statistical Society Series C: Applied Statistics, 72(5), 1210-1234. [doi] [code]
  • Capezza, C., Centofanti, F., Lepore, A., Menafoglio, A., Palumbo, B., and Vantini, S. (2023) funcharts: Control charts for multivariate functional data in R. Journal of Quality Technology, 55(5), 566-583. [doi] [code]
  • Centofanti, F., Fontana M., Lepore A., Vantini S. (2022) Smooth LASSO estimator for the function-on-function linear regression model. Computational Statistics & Data Analysis, 176, 107556. [doi] [code]
  • Centofanti, F., Lepore A., Menafoglio A., Palumbo B., Vantini S. (2022) Adaptive smoothing spline estimator for the function-on-function linear regression model. Computational Statistics, 38(1), 191-216. [doi] [code]
  • Centofanti, F., Lepore, A., Menafoglio, A., Palumbo, B. Vantini, S. (2021) Functional Regression Control Chart. Technometrics, 63(3):281-194. [doi]
  • Capezza, C., Centofanti, F., Lepore, A., Palumbo, B. (2021) Functional clustering methods for resistance spot welding process data in the automotive industry. Applied Stochastic Models in Business and Industry, 37(5):908-925. [doi]
  • Capezza, C., Centofanti, F., Lepore, A., Menafoglio, A., Palumbo, B., Vantini, S. (2021) Functional regression control chart for monitoring ship CO2 emissions. Quality and Reliability Engineering International, 38(3), 1519-1537. [doi]
  • Capezza, C., Centofanti, F., Lepore, A., Palumbo, B. (2021) A Functional Data Analysis Approach for the Monitoring of Ship CO2 Emissions. Gestao & Producao, 28(3). [doi]
  • Palumbo, B., Centofanti, F., and Del Re, F. (2020). Function-on-function regression for assessing production quality in industrial manufacturing. Quality and Reliability Engineering International, 36(8), 2738-2753. [doi]