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. Courrieu, Pierre: Fast solving of weighted pairing least-squares systems (2009)
  2. Dehon, Catherine; Gassner, Marjorie; Verardi, Vincenzo: A Hausman-type test to detect the presence of influential outliers in regression analysis (2009)
  3. Filzmoser, Peter; Hron, Karel: Correlation analysis for compositional data (2009)
  4. Frahm, Gabriel: Asymptotic distributions of robust shape matrices and scales (2009)
  5. Gervini, Daniel: Detecting and handling outlying trajectories in irregularly sampled functional datasets (2009)
  6. Grillenzoni, Carlo: Robust non-parametric smoothing of non-stationary time series (2009)
  7. Henry, Guillermo; Rodriguez, Daniela: Robust nonparametric regression on Riemannian manifolds (2009)
  8. Molinares, Fabio Fajardo; Reisen, Valdério Anselmo; Cribari-Neto, Francisco: Robust estimation in long-memory processes under additive outliers (2009)
  9. Muler, Nora; Peña, Daniel; Yohai, Víctor J.: Robust estimation for ARMA models (2009)
  10. Riani, Marco; Atkinson, Anthony C.; Cerioli, Andrea: Finding an unknown number of multivariate outliers (2009)
  11. Valentin Todorov; Peter Filzmoser: An Object-Oriented Framework for Robust Multivariate Analysis (2009) not zbMATH
  12. Wang, Qiong; Stefanski, Leonard A.; Genton, Marc G.; Boos, Dennis D.: Robust time series analysis via measurement error modeling (2009)
  13. Wu, Jingjing; Karunamuni, Rohana J.: On minimum Hellinger distance estimation (2009)
  14. Xu, Huan; Caramanis, Constantine; Mannor, Shie: Robustness and regularization of support vector machines (2009)
  15. Bianco, Ana; Boente, Graciela; Pires, Ana M.; Rodrigues, Isabel M.: Robust discrimination under a hierarchy on the scatter matrices (2008)
  16. Boente, Graciela; Pires, Ana M.; Rodrigues, Isabel M.: Estimators for the common principal components model based on reweighting: influence functions and Monte Carlo study (2008)
  17. Christmann, Andreas; Van Messem, Arnout: Bouligand derivatives and robustness of support vector machines for regression (2008)
  18. Cuesta-Albertos, J. A.; Nieto-Reyes, A.: The random Tukey depth (2008)
  19. Cuesta-Albertos, Juan A.; Matrán, Carlos; Mayo-Iscar, Agustín: Trimming and likelihood: Robust location and dispersion estimation in the elliptical model (2008)
  20. Filzmoser, Peter; Hron, Karel: Outlier detection for compositional data using robust methods (2008)

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