Leung, Andy; Yohai, Victor; Zamar, Ruben Multivariate location and scatter matrix estimation under cellwise and casewise contamination. (English) Zbl 1464.62119 Comput. Stat. Data Anal. 111, 59-76 (2017). MSC: 62-08 62H12 62P10 PDFBibTeX XMLCite \textit{A. Leung} et al., Comput. Stat. Data Anal. 111, 59--76 (2017; Zbl 1464.62119) Full Text: DOI arXiv
Leung, Andy; Zhang, Hongyang; Zamar, Ruben Robust regression estimation and inference in the presence of cellwise and casewise contamination. (English) Zbl 1468.62118 Comput. Stat. Data Anal. 99, 1-11 (2016). MSC: 62-08 62F35 62J05 62H12 PDFBibTeX XMLCite \textit{A. Leung} et al., Comput. Stat. Data Anal. 99, 1--11 (2016; Zbl 1468.62118) Full Text: DOI arXiv
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. (English) Zbl 1326.62111 Test 24, No. 3, 441-461 (2015). MSC: 62G35 62G05 PDFBibTeX XMLCite \textit{C. Agostinelli} et al., Test 24, No. 3, 441--461 (2015; Zbl 1326.62111) Full Text: DOI arXiv Link
Van Aelst, Stefan; Willems, Gert; Zamar, Ruben H. Robust and efficient estimation of the residual scale in linear regression. (English) Zbl 1357.62145 J. Multivariate Anal. 116, 278-296 (2013). MSC: 62F35 62J05 PDFBibTeX XMLCite \textit{S. Van Aelst} et al., J. Multivariate Anal. 116, 278--296 (2013; Zbl 1357.62145) Full Text: DOI
Freue, Gabriela V. Cohen; Ortiz-Molina, Hernan; Zamar, Ruben H. A natural robustification of the ordinary instrumental variables estimator. (English) Zbl 1418.62095 Biometrics 69, No. 3, 641-650 (2013). MSC: 62F35 62J05 62H12 PDFBibTeX XMLCite \textit{G. V. C. Freue} et al., Biometrics 69, No. 3, 641--650 (2013; Zbl 1418.62095) Full Text: DOI
Khan, Jafar A.; Van Aelst, Stefan; Zamar, Ruben H. Fast robust estimation of prediction error based on resampling. (English) Zbl 1284.62201 Comput. Stat. Data Anal. 54, No. 12, 3121-3130 (2010). MSC: 62F35 62D05 62F40 PDFBibTeX XMLCite \textit{J. A. Khan} et al., Comput. Stat. Data Anal. 54, No. 12, 3121--3130 (2010; Zbl 1284.62201) Full Text: DOI Link
van Aelst, Stefan (ed.); Welsch, Roy (ed.); Zamar, Ruben H. (ed.) Special issue on variable selection and robust procedures. (English) Zbl 1284.00073 Comput. Stat. Data Anal. 54, No. 12, 2879-2882 (2010). MSC: 00B25 62-06 62F35 62G35 62-07 PDFBibTeX XMLCite \textit{S. van Aelst} (ed.) et al., Comput. Stat. Data Anal. 54, No. 12, 2879--2882 (2010; Zbl 1284.00073) Full Text: DOI
Boente, Graciela; Ruiz, Marcelo; Zamar, Ruben H. On a robust local estimator for the scale function in heteroscedastic nonparametric regression. (English) Zbl 1190.62081 Stat. Probab. Lett. 80, No. 15-16, 1185-1195 (2010). MSC: 62G08 62G35 62G20 PDFBibTeX XMLCite \textit{G. Boente} et al., Stat. Probab. Lett. 80, No. 15--16, 1185--1195 (2010; Zbl 1190.62081) Full Text: DOI
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R. Robust linear clustering. (English) Zbl 1231.62112 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 301-318 (2009). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{L. A. García-Escudero} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 301--318 (2009; Zbl 1231.62112) Full Text: DOI Link
Peña, Daniel; Zamar, Ruben; Yan, Guohua Bayesian likelihood robustness in linear models. (English) Zbl 1160.62313 J. Stat. Plann. Inference 139, No. 7, 2196-2207 (2009). MSC: 62F15 62J05 62F35 PDFBibTeX XMLCite \textit{D. Peña} et al., J. Stat. Plann. Inference 139, No. 7, 2196--2207 (2009; Zbl 1160.62313) Full Text: DOI
Alqallaf, Fatemah; van Aelst, Stefan; Yohai, Victor J.; Zamar, Ruben H. Propagation of outliers in multivariate data. (English) Zbl 1155.62043 Ann. Stat. 37, No. 1, 311-331 (2009). MSC: 62H12 62F35 PDFBibTeX XMLCite \textit{F. Alqallaf} et al., Ann. Stat. 37, No. 1, 311--331 (2009; Zbl 1155.62043) Full Text: DOI arXiv Euclid
Wang, Xiaogang; Qiu, Weiliang; Zamar, Ruben H. CLUES: a non-parametric clustering method based on local shrinking. (English) Zbl 1452.62474 Comput. Stat. Data Anal. 52, No. 1, 286-298 (2007). MSC: 62H30 62G05 62J07 62-08 PDFBibTeX XMLCite \textit{X. Wang} et al., Comput. Stat. Data Anal. 52, No. 1, 286--298 (2007; Zbl 1452.62474) Full Text: DOI Link
Khan, Jafar A.; van Aelst, Stefan; Zamar, Ruben H. Building a robust linear model with forward selection and stepwise procedures. (English) Zbl 1452.62499 Comput. Stat. Data Anal. 52, No. 1, 239-248 (2007). MSC: 62J05 62F35 62-08 PDFBibTeX XMLCite \textit{J. A. Khan} et al., Comput. Stat. Data Anal. 52, No. 1, 239--248 (2007; Zbl 1452.62499) Full Text: DOI
Pison, Greet; van Aelst, Stefan; Zamar, Ruben H. A robust linear grouping algorithm. (English) Zbl 1437.62036 Rizzi, Alfredo (ed.) et al., COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 – September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 43-53 (2006). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{G. Pison} et al., in: COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 -- September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 43--53 (2006; Zbl 1437.62036) Full Text: DOI
van Aelst, Stefan; Wang, Xiaogang (Steven); Zamar, Ruben H.; Zhu, Rong Linear grouping using orthogonal regression. (English) Zbl 1431.62273 Comput. Stat. Data Anal. 50, No. 5, 1287-1312 (2006). MSC: 62H30 62-08 68T10 62P10 PDFBibTeX XMLCite \textit{S. van Aelst} et al., Comput. Stat. Data Anal. 50, No. 5, 1287--1312 (2006; Zbl 1431.62273) Full Text: DOI Link
Berrendero, José R.; Zamar, Ruben H. A note on the uniform asymptotic normality of location M-estimates. (English) Zbl 1095.62027 Metrika 63, No. 1, 55-69 (2006). MSC: 62F12 62F35 PDFBibTeX XMLCite \textit{J. R. Berrendero} and \textit{R. H. Zamar}, Metrika 63, No. 1, 55--69 (2006; Zbl 1095.62027) Full Text: DOI
Yohai, Víctor J.; Zamar, Ruben H. Robust nonparametric inference for the median. (English) Zbl 1057.62035 Ann. Stat. 32, No. 5, 1841-1857 (2004). MSC: 62G10 62G35 PDFBibTeX XMLCite \textit{V. J. Yohai} and \textit{R. H. Zamar}, Ann. Stat. 32, No. 5, 1841--1857 (2004; Zbl 1057.62035) Full Text: DOI arXiv
Salibian-Barrera, Matias; Zamar, Ruben H. Uniform asymptotics for robust location estimates when the scale is unknown. (English) Zbl 1047.62022 Ann. Stat. 32, No. 4, 1434-1447 (2004). MSC: 62F12 62F35 62E20 PDFBibTeX XMLCite \textit{M. Salibian-Barrera} and \textit{R. H. Zamar}, Ann. Stat. 32, No. 4, 1434--1447 (2004; Zbl 1047.62022) Full Text: DOI arXiv
Adrover, Jorge; Zamar, Ruben H. Bias robustness of three median-based regression estimates. (English) Zbl 1086.62500 J. Stat. Plann. Inference 122, No. 1-2, 203-227 (2004). MSC: 62F10 62F35 62J05 PDFBibTeX XMLCite \textit{J. Adrover} and \textit{R. H. Zamar}, J. Stat. Plann. Inference 122, No. 1--2, 203--227 (2004; Zbl 1086.62500) Full Text: DOI
Adrover, Jorge; Salibian-Barrera, Matias; Zamar, Ruben Globally robust inference for the location and simple linear regression models. (English) Zbl 1032.62027 J. Stat. Plann. Inference 119, No. 2, 353-375 (2004). MSC: 62F35 62F25 62J05 PDFBibTeX XMLCite \textit{J. Adrover} et al., J. Stat. Plann. Inference 119, No. 2, 353--375 (2004; Zbl 1032.62027) Full Text: DOI
Salibian-Barrera, Matias; Zamar, Ruben H. Bootstrapping robust estimates of regression. (English) Zbl 1012.62028 Ann. Stat. 30, No. 2, 556-582 (2002). MSC: 62F35 62F40 62G09 65C60 62J05 PDFBibTeX XMLCite \textit{M. Salibian-Barrera} and \textit{R. H. Zamar}, Ann. Stat. 30, No. 2, 556--582 (2002; Zbl 1012.62028) Full Text: DOI
Berrendero, José R.; Zamar, Ruben H. Maximum bias curves for robust regression with non-elliptical regressors. (English) Zbl 1029.62028 Ann. Stat. 29, No. 1, 224-251 (2001). MSC: 62F35 62J05 PDFBibTeX XMLCite \textit{J. R. Berrendero} and \textit{R. H. Zamar}, Ann. Stat. 29, No. 1, 224--251 (2001; Zbl 1029.62028) Full Text: DOI
Fraiman, Ricardo; Yohai, Víctor J.; Zamar, Ruben H. Optimal robust \(M\)-estimates of location. (English) Zbl 1029.62019 Ann. Stat. 29, No. 1, 194-223 (2001). MSC: 62F10 62F35 62F25 PDFBibTeX XMLCite \textit{R. Fraiman} et al., Ann. Stat. 29, No. 1, 194--223 (2001; Zbl 1029.62019) Full Text: DOI
Berrendero, José R.; Zamar, Ruben H. Globul robustness of location and dispersion estimates. (English) Zbl 0940.62029 Stat. Probab. Lett. 44, No. 1, 63-72 (1999). MSC: 62F35 62F10 PDFBibTeX XMLCite \textit{J. R. Berrendero} and \textit{R. H. Zamar}, Stat. Probab. Lett. 44, No. 1, 63--72 (1999; Zbl 0940.62029) Full Text: DOI
Berrendero, José R.; Mazzi, Sonia; Romo, Juan; Zamar, Ruben H. On the explosion rate of maximum-bias functions. (English) Zbl 0941.62035 Can. J. Stat. 26, No. 2, 333-351 (1998). MSC: 62F35 62F10 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., Can. J. Stat. 26, No. 2, 333--351 (1998; Zbl 0941.62035) Full Text: DOI
Yohai, Victor J.; Zamar, Ruben H. Optimal locally robust M-estimates of regression. (English) Zbl 0914.62024 J. Stat. Plann. Inference 64, No. 2, 309-323 (1997). MSC: 62F35 62J05 62F12 PDFBibTeX XMLCite \textit{V. J. Yohai} and \textit{R. H. Zamar}, J. Stat. Plann. Inference 64, No. 2, 309--323 (1997; Zbl 0914.62024) Full Text: DOI
Zamar, Ruben H. Robustness against unexpected dependence in the location model. (English) Zbl 0694.62016 Stat. Probab. Lett. 9, No. 4, 367-374 (1990). MSC: 62F35 62F10 PDFBibTeX XMLCite \textit{R. H. Zamar}, Stat. Probab. Lett. 9, No. 4, 367--374 (1990; Zbl 0694.62016) Full Text: DOI