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Outlier Robust Model Selection in Linear Regression

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  • Muller, Samuel
  • Welsh, A.H.

Abstract

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  • Muller, Samuel & Welsh, A.H., 2005. "Outlier Robust Model Selection in Linear Regression," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 1297-1310, December.
    • Handle: RePEc:bes:jnlasa:v:100:y:2005:p:1297-1310
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    Cited by:

    1. Gottard, Anna & Pacillo, Simona, 2010. "Robust concentration graph model selection," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3070-3079, December.
    2. Riani, Marco & Atkinson, Anthony C., 2010. "Robust model selection with flexible trimming," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3300-3312, December.
    3. Andreas Alfons & Wolfgang Baaske & Peter Filzmoser & Wolfgang Mader & Roland Wieser, 2011. "Robust variable selection with application to quality of life research," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 20(1), pages 65-82, March.
    4. Jiming Jiang & Thuan Nguyen & J. Sunil Rao, 2015. "The E-MS Algorithm: Model Selection With Incomplete Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(511), pages 1136-1147, September.
    5. McCann, Lauren & Welsch, Roy E., 2007. "Robust variable selection using least angle regression and elemental set sampling," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 249-257, September.
    6. Sharmishtha Mitra & Amit Mitra, 2014. "M-estimator-based robust estimation of the number of components of a superimposed sinusoidal signal model," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(4), pages 853-878, April.
    7. Luca Insolia & Ana Kenney & Francesca Chiaromonte & Giovanni Felici, 2022. "Simultaneous feature selection and outlier detection with optimality guarantees," Biometrics, The International Biometric Society, vol. 78(4), pages 1592-1603, December.
    8. Salibian-Barrera, Matias & Van Aelst, Stefan, 2008. "Robust model selection using fast and robust bootstrap," Computational Statistics & Data Analysis, Elsevier, vol. 52(12), pages 5121-5135, August.

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