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Filters: Keyword is Robustness  [Clear All Filters]
2011
Alimadad, A. & Salibian-Barrera, M., 2011. An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 106, pp.719-731.
2010
Khan, J.A., Van Aelst, S. & Zamar, R.H., 2010. Fast robust estimation of prediction error based on resampling. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 54, pp.3121-3130.
Omelka, M. & Salibian-Barrera, M., 2010. Uniform asymptotics for S- and MM-regression estimators. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 62, pp.897-927.
2009
Alqallaf, F. et al., 2009. PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA. ANNALS OF STATISTICS, 37, pp.311-331.
2008
Van Aelst, S., Khan, J.A. & Zamar, R.H., 2008. Fast robust variable selection. In P. Brito, ed. COMPSTAT 2008: PROCEEDINGS IN COMPUTATIONAL STATISTICS. COMPSTAT 2008: PROCEEDINGS IN COMPUTATIONAL STATISTICS. TIERGARTENSTR 17, D-69121 HEIDELBERG, GERMANY: Univ Porto, Fac Econ; PSE; FCT; FEUP; Banco Porutgal; PORTO; SPM; Caixa Geral Depositos; SPE; CLAD; ifcs, pp. 359-370.
Salibian-Barrera, M. & Wei, Y., 2008. Weighted quantile regression with nonelliptically structured covariates. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 36, pp.595-611.
2006
Salibian-Barrera, M., 2006. Bootstrapping MM-estimators for linear regression with fixed designs. STATISTICS & PROBABILITY LETTERS, 76, pp.1287-1297.
Salibian-Barrera, M. & Yohai, V.J., 2006. A fast algorithm for S-regression estimates. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 15, pp.414-427.
Salibian-Barrera, M., Van Aelst, S. & Willems, G., 2006. Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 101, pp.1198-1211.
Pison, G., Van Aelst, S. & Zamar, R.H., 2006. A robust linear grouping algorithm. In A. Rizzi & Vichi, M. , eds. COMPSTAT 2006: Proceedings in Computational Statistics. COMPSTAT 2006: Proceedings in Computational Statistics. TIERGARTENSTR 17, D-69121 HEIDELBERG, GERMANY: PHYSICA-VERLAG GMBH & CO, pp. 43-53.
2004
Adrover, J., Salibian-Barrera, M. & Zamar, R., 2004. Globally robust inference for the location and simple linear regression models. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 119, pp.353-375.
Salibian-Barrera, M. & Zamar, R.H., 2004. Uniform asymptotics for robust location estimates when the scale is unknown. ANNALS OF STATISTICS, 32, pp.1434-1447.