robustbase

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 203 articles )

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  1. Bako, Laurent; Ohlsson, Henrik: Analysis of a nonsmooth optimization approach to robust estimation (2016)
  2. Chen, Ting-Li; Fujisawa, Hironori; Huang, Su-Yun; Hwang, Chii-Ruey: On the weak convergence and central limit theorem of blurring and nonblurring processes with application to robust location estimation (2016)
  3. Dürre, Alexander; Vogel, Daniel: Asymptotics of the two-stage spatial sign correlation (2016)
  4. García-Pérez, A.: A von Mises approximation to the small sample distribution of the trimmed mean (2016)
  5. Kato, Shogo; Eguchi, Shinto: Robust estimation of location and concentration parameters for the von Mises-Fisher distribution (2016)
  6. Kosiorowski, Daniel: Dilemmas of robust analysis of economic data streams (2016)
  7. Prendergast, Luke A.; Healey, Alan F.: Improving estimated sufficient summary plots in dimension reduction using minimization criteria based on initial estimates (2016)
  8. Schmitt, Eric; Vakili, Kaveh: The FastHCS algorithm for robust PCA (2016)
  9. Tsou, Tsung-Shan: Robust likelihood inference for multivariate correlated count data (2016)
  10. Wilcox, Rand R.: ANCOVA: a heteroscedastic global test when there is curvature and two covariates (2016)
  11. Yuan, Ke-Hai; Chan, Wai; Tian, Yubin: Expectation-robust algorithm and estimating equations for means and dispersion matrix with missing data (2016)
  12. Agostinelli, Claudio; Leung, Andy; Yohai, Victor J.; Zamar, Ruben H.: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination (2015)
  13. Agostinelli, Claudio; Leung, Andy; Yohai, Victor J.; Zamar, Ruben H.: Rejoinder on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination” (2015)
  14. Bianco, Ana M.; Boente, Graciela; González-Manteiga, Wenceslao; Pérez-González, Ana: Robust inference in partially linear models with missing responses (2015)
  15. Boente, Graciela; Vahnovan, Alejandra: Strong convergence of robust equivariant nonparametric functional regression estimators (2015)
  16. Couillet, Romain; Pascal, Frédéric; Silverstein, Jack W.: The random matrix regime of Maronna’s M-estimator with elliptically distributed samples (2015)
  17. de la Rosa de Sáa, Sara; Filzmoser, Peter; Gil, María Ángeles; Lubiano, María Asunción: On the robustness of absolute deviations with fuzzy data (2015)
  18. Dürre, Alexander; Vogel, Daniel; Fried, Roland: Spatial sign correlation (2015)
  19. Farcomeni, Alessio; Greco, Luca: S-estimation of hidden Markov models (2015)
  20. García-Pérez, Alfonso: An approximation to the small sample distribution of the trimmed mean for Gaussian mixture models (2015)

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