fda.usc

fda.usc: Functional Data Analysis and Utilities for Statistical Computing. Routines for exploratory and descriptive analysis of functional data such as depth measurements, atypical curves detection, regression models, supervised classification, unsupervised classification and functional analysis of variance.


References in zbMATH (referenced in 18 articles )

Showing results 1 to 18 of 18.
Sorted by year (citations)

  1. Cuesta-Albertos, Juan A.; Febrero-Bande, Manuel; Oviedo de la Fuente, Manuel: The $\mathrmDD^G$-classifier in the functional setting (2017)
  2. Boj, Eva; Caballé, Adrià; Delicado, Pedro; Esteve, Anna; Fortiana, Josep: Global and local distance-based generalized linear models (2016)
  3. Jingjing Yang, Peng Ren: BFDA: A Matlab Toolbox for Bayesian Functional Data Analysis (2016) arXiv
  4. Kuhnt, Sonja; Rehage, André: An angle-based multivariate functional pseudo-depth for shape outlier detection (2016)
  5. Meneses, Antonio; Naya, Salvador; López-de-Ullibarri, Ignacio; Tarrío-Saavedra, Javier: Nonparametric method for estimating the distribution of time to failure of engineering materials (2016)
  6. Scheipl, Fabian; Greven, Sonja: Identifiability in penalized function-on-function regression models (2016)
  7. Hlubinka, Daniel; Gijbels, Irène; Omelka, Marek; Nagy, Stanislav: Integrated data depth for smooth functions and its application in supervised classification (2015)
  8. Hwang, Heungsun; Suk, Hye Won; Takane, Yoshio; Lee, Jang-Han; Lim, Jooseop: Generalized functional extended redundancy analysis (2015)
  9. McLean, Mathew W.; Hooker, Giles; Ruppert, David: Restricted likelihood ratio tests for linearity in scalar-on-function regression (2015)
  10. Nagy, Stanislav: Consistency of $h$-mode depth (2015)
  11. Cuevas, Antonio: A partial overview of the theory of statistics with functional data (2014)
  12. Daniel Kosiorowski, Zygmunt Zawadzki: DepthProc An R Package for Robust Exploration of Multidimensional Economic Phenomena (2014) arXiv
  13. Ferraty, Frédéric; Vieu, Philippe: Nonparametric statistics and high/infinite dimensional data (2014)
  14. Sguera, Carlo; Galeano, Pedro; Lillo, Rosa: Spatial depth-based classification for functional data (2014)
  15. Ugarte, Maria D.; Aguilera, Ana M.: More on functional data analysis and other aspects in OODA (2014)
  16. Febrero-Bande, Manuel; González-Manteiga, Wenceslao: Generalized additive models for functional data (2013)
  17. Liebl, Dominik: Modeling and forecasting electricity spot prices: A functional data perspective (2013)
  18. Fraiman, Ricardo; Pateiro-López, Beatriz: Quantiles for finite and infinite dimensional data (2012)