R package robustbase: Basic Robust Statistics. ”Essential” Robust Statistics. The goal is to provide tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book ”Robust Statistics, Theory and Methods” by Maronna, Martin and Yohai; Wiley 2006.

References in zbMATH (referenced in 429 articles )

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  1. Filzmoser, Peter; Maronna, Ricardo; Werner, Mark: Outlier identification in high dimensions (2008)
  2. Fujisawa, Hironori; Eguchi, Shinto: Robust parameter estimation with a small bias against heavy contamination (2008)
  3. Gervini, Daniel: Robust functional estimation using the median and spherical principal components (2008)
  4. Grillenzoni, Carlo: Design of kernel M-smoothers for spatial data (2008)
  5. Hobza, T.; Pardo, L.; Vajda, I.: Robust median estimator in logistic regression (2008)
  6. Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan: High-breakdown robust multivariate methods (2008)
  7. Klaus Nordhausen; Hannu Oja; David Tyler: Tools for Exploring Multivariate Data: The Package ICS (2008) not zbMATH
  8. Kleiber, Christian; Zeileis, Achim: Applied econometrics with R (2008)
  9. Li, Yunlei; De Ridder, Dick; Duin, Robert P. W.; Reinders, Marcel J. T.: Integration of prior knowledge of measurement noise in kernel density classification (2008)
  10. Lutz, Roman Werner; Kalisch, Markus; Bühlmann, Peter: Robustified (L_2) boosting (2008)
  11. Ollila, Esa; Oja, Hannu; Koivunen, Visa: Complex-valued ICA based on a pair of generalized covariance matrices (2008)
  12. Paindaveine, Davy: A canonical definition of shape (2008)
  13. Salibian-Barrera, Matias; van Aelst, Stefan: Robust model selection using fast and robust bootstrap (2008)
  14. Tharrault, Yvon; Mourot, Gilles; Ragot, J.; Maquin, Didier: Fault detection and isolation with robust principal component analysis (2008)
  15. Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni: Gamma shape mixtures for heavy-tailed distributions (2008)
  16. Yohai, Victor J.: Optimal robust estimates using the Kullback-Leibler divergence (2008)
  17. Zhang, Xinzheng; Rad, Ahmad B.; Wong, Yiu-Kwong: A robust regression model for simultaneous localization and mapping in autonomous mobile robot (2008) ioport
  18. Bolotin, Arkady: Robustness of the regression models for uncertain categories (2007)
  19. Bramati, Maria Caterina; Croux, Christophe: Robust estimators for the fixed effects panel data model (2007)
  20. Croux, Christophe (ed.); Gallopoulos, Efstratios (ed.); van Aelst, Stefan (ed.); Zha, Hongyuan (ed.): Editorial: Machine learning and robust data mining (2007)

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