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 441 articles )

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  1. Adrian Richter; Carsten Oliver Schmidt; Markus Krüger; Stephan Struckmann: dataquieR: assessment of data quality in epidemiological research (2021) not zbMATH
  2. Avella-Medina, Marco: Privacy-preserving parametric inference: a case for robust statistics (2021)
  3. Delesa-Vēliņa, Māra; Valeinis, Jānis; Luta, George: Comparing two independent populations using a test based on empirical likelihood and trimmed means (2021)
  4. Feng, Yunlong: New insights into learning with correntropy-based regression (2021)
  5. Fiorentini, Gabriele; Sentana, Enrique: New testing approaches for mean-variance predictability (2021)
  6. Forzani, Liliana; Su, Zhihua: Envelopes for elliptical multivariate linear regression (2021)
  7. Güney, Yeşim; Tuaç, Y.; Özdemir, Ş.; Arslan, O.: Conditional maximum Lq-likelihood estimation for regression model with autoregressive error terms (2021)
  8. Hesamian, Gholamreza; Akbari, Mohammad Ghasem: A robust multiple regression model based on fuzzy random variables (2021)
  9. Hron, Karel; Engle, Mark; Filzmoser, Peter; Fišerová, Eva: Weighted symmetric pivot coordinates for compositional data with geochemical applications (2021)
  10. Huang, Shouyou; Wu, Qiang: Robust pairwise learning with Huber loss (2021)
  11. Ju, Xiaomeng; Salibián-Barrera, Matías: Robust boosting for regression problems (2021)
  12. Kalogridis, Ioannis; Van Aelst, Stefan: (M)-type penalized splines with auxiliary scale estimation (2021)
  13. Langworthy, Benjamin W.; Stephens, Rebecca L.; Gilmore, John H.; Fine, Jason P.: Canonical correlation analysis for elliptical copulas (2021)
  14. Namdari, Jamshid; Paul, Debashis; Wang, Lili: High-dimensional linear models: a random matrix perspective (2021)
  15. Özdemir, Şenay; Arslan, Olcay: Empirical likelihood-MM (EL-MM) estimation for the parameters of a linear regression model (2021)
  16. Poudyal, Chudamani: Truncated, censored, and actuarial payment-type moments for robust fitting of a single-parameter Pareto distribution (2021)
  17. Ramirez-Padron, Ruben; Mederos, Boris; Gonzalez, Avelino J.: Robust weighted Gaussian processes (2021)
  18. Sam Parsons: splithalf: robust estimates of split half reliability (2021) not zbMATH
  19. Tobias Schoch: wbacon: Weighted BACON algorithms for multivariate outlier nomination (detection) and robust linear regression (2021) not zbMATH
  20. Zuo, Yijun: On general notions of depth for regression (2021)

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