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An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 106, pp.719-731.
, 2011. Fast robust estimation of prediction error based on resampling. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 54, pp.3121-3130.
, 2010. Uniform asymptotics for S- and MM-regression estimators. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 62, pp.897-927.
, 2010. PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA. ANNALS OF STATISTICS, 37, pp.311-331.
, 2009. Fast robust variable selection. In 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.
, 2008. Weighted quantile regression with nonelliptically structured covariates. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 36, pp.595-611.
, 2008. Bootstrapping MM-estimators for linear regression with fixed designs. STATISTICS & PROBABILITY LETTERS, 76, pp.1287-1297.
, 2006. A fast algorithm for S-regression estimates. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 15, pp.414-427.
, 2006. Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 101, pp.1198-1211.
, 2006. A robust linear grouping algorithm. In 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.
, 2006. Globally robust inference for the location and simple linear regression models. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 119, pp.353-375.
, 2004. Uniform asymptotics for robust location estimates when the scale is unknown. ANNALS OF STATISTICS, 32, pp.1434-1447.
, 2004.