Edit Profile (opens in new tab) Salibian-Barrera, Matias Co-Author Distance Author ID: salibian-barrera.matias Published as: Salibian-Barrera, Matias; Salibián-Barrera, Matías; Salibian-Barrera, Matías; Salibian Barrera, Matías; Salibián-Barrera, Matias; Salibián Barrera, Matías more...less External Links: MGP Documents Indexed: 32 Publications since 2000, including 1 Book and 1 Additional arXiv Preprint 1 Contribution as Editor · 1 Further Contribution Co-Authors: 28 Co-Authors with 31 Joint Publications 443 Co-Co-Authors all top 5 Co-Authors 3 single-authored 6 Boente, Graciela 6 Zamar, Ruben H. 5 Van Aelst, Stefan 4 Yohai, Víctor Jaime 3 Adrover, Jorge G. 2 Maronna, Ricardo Antonio 2 Wei, Ying 2 Willems, Gert 1 Agostinelli, Claudio 1 Alimadad, Azadeh 1 Berrendero, Jose Ramon 1 Carroll, Raymond James 1 Croux, Christophe 1 Dinsdale, Daniel 1 Farrell, Patrick J. 1 Freue, Gabriela V. Cohen 1 Harrington, Justin 1 He, Xuming 1 Jibrin, Shafiu 1 Ju, Xiaomeng 1 Kepplinger, David 1 Martin, R. Douglas 1 Martínez, Alejandra Mercedes 1 Naczk, Katarzyna 1 Omelka, Marek 1 Pere, Anneli 1 Pressman, Irwin S. 1 Ronchetti, Elvezio M. 1 Ruppert, David 1 Smucler, Ezequiel 1 Thompson, Mary Lou 1 Tyler, David E. 1 Vena, Pablo all top 5 Serials 7 Computational Statistics and Data Analysis 4 The Annals of Statistics 3 Journal of the American Statistical Association 2 Journal of Statistical Planning and Inference 2 Statistics & Probability Letters 2 The Annals of Applied Statistics 1 The Canadian Journal of Statistics 1 Metrika 1 Annals of the Institute of Statistical Mathematics 1 Journal of Multivariate Analysis 1 Metron 1 Estadística 1 Journal of Statistical Computation and Simulation 1 Journal of Nonparametric Statistics 1 International Journal of Nonlinear Sciences and Numerical Simulation 1 Statistical Methods and Applications 1 Wiley Series in Probability and Statistics Fields 33 Statistics (62-XX) 8 Numerical analysis (65-XX) 1 General and overarching topics; collections (00-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 311 times in 235 Documents Cited by ▼ Year ▼ Robust statistics. Theory and methods (with R). 2nd edition. Zbl 1409.62009 Maronna, Ricardo A.; Martin, R. Douglas; Yohai, Victor J.; Salibián-Barrera, Matías 61 2019 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049 Wei, Ying; He, Xuming 48 2006 Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. Zbl 1120.62319 Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert 43 2006 Bootstrapping robust estimates of regression. Zbl 1012.62028 Salibian-Barrera, Matias; Zamar, Ruben H. 36 2002 On tests for multivariate normality and associated simulation studies. Zbl 1255.62163 Farrell, Patrick J.; Salibian-Barrera, Matias; Naczk, Katarzyna 19 2007 Robust model selection using fast and robust bootstrap. Zbl 1452.62509 Salibian-Barrera, Matias; van Aelst, Stefan 19 2008 \(S\)-estimator for functional principal component analysis. Zbl 1373.62290 Boente, Graciela; Salibian-Barrera, Matías 18 2015 Fast and robust bootstrap. Zbl 1367.62084 Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert 14 2008 A characterization of elliptical distributions and some optimality properties of principal components for functional data. Zbl 1298.62093 Boente, Graciela; Salibián Barrera, Matías; Tyler, David E. 13 2014 An outlier-robust fit for generalized additive models with applications to disease outbreak detection. Zbl 1232.62142 Alimadad, Azadeh; Salibian-Barrera, Matias 12 2011 Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Zbl 1436.62551 Freue, Gabriela V. Cohen; Kepplinger, David; Salibián-Barrera, Matías; Smucler, Ezequiel 11 2019 Uniform asymptotics for robust location estimates when the scale is unknown. Zbl 1047.62022 Salibian-Barrera, Matias; Zamar, Ruben H. 9 2004 The asymptotics of MM-estimators for linear regression with fixed designs. Zbl 1095.62097 Salibian-Barrera, Matias 7 2006 Robust tests for linear regression models based on \(\tau\)-estimates. Zbl 1468.62171 Salibian-Barrera, Matias; Van Aelst, Stefan; Yohai, Víctor J. 7 2016 Globally robust inference for the location and simple linear regression models. Zbl 1032.62027 Adrover, Jorge; Salibian-Barrera, Matias; Zamar, Ruben 6 2004 Bootstrapping MM-estimators for linear regression with fixed designs. Zbl 1090.62029 Salibian-Barrera, Matias 6 2006 High breakdown point robust regression with censored data. Zbl 1132.62016 Salibian-Barrera, Matías; Yohai, Víctor J. 5 2008 Estimating the \(p\)-values of robust tests for the linear model. Zbl 1123.62050 Salibian-Barrera, Matias 4 2005 Finding approximate solutions to combinatorial problems with very large data sets using BIRCH. Zbl 1464.62086 Harrington, Justin; Salibián-Barrera, Matias 3 2010 Robust functional principal components for sparse longitudinal data. Zbl 1476.62122 Boente, Graciela; Salibián-Barrera, Matías 3 2021 Globally robust confidence intervals for simple linear regression. Zbl 1284.62411 Adrover, Jorge; Salibian-Barrera, Matias 3 2010 Weighted quantile regression with nonelliptically structured covariates. Zbl 1166.62021 Salibián-Barrera, Matías; Wei, Ying 2 2008 Robust estimators for additive models using backfitting. Zbl 1416.62207 Boente, Graciela; Martínez, Alejandra; Salibián-Barrera, Matías 2 2017 Uniform asymptotics for S- and MM-regression estimators. Zbl 1432.62210 Omelka, Marek; Salibián-Barrera, Matías 2 2010 Robust estimation for semi-functional linear regression models. Zbl 1510.62170 Boente, Graciela; Salibian-Barrera, Matías; Vena, Pablo 2 2020 Modelling Ocean temperatures from bio-probes under preferential sampling. Zbl 1423.62158 Dinsdale, Daniel; Salibian-Barrera, Matias 2 2019 Improving bias-robustness of regression estimates through projections. Zbl 0972.62043 Maronna, Ricardo A.; Salibian Barrera, Matías; Yohai, Víctor J. 1 2000 Globally robust inference. Zbl 1034.62027 Adrover, Jorge; Berrendero, Jose Ramon; Salibian-Barrera, Matias; Zamar, Ruben H. 1 2002 Robust functional principal components for sparse longitudinal data. Zbl 1476.62122 Boente, Graciela; Salibián-Barrera, Matías 3 2021 Robust estimation for semi-functional linear regression models. Zbl 1510.62170 Boente, Graciela; Salibian-Barrera, Matías; Vena, Pablo 2 2020 Robust statistics. Theory and methods (with R). 2nd edition. Zbl 1409.62009 Maronna, Ricardo A.; Martin, R. Douglas; Yohai, Victor J.; Salibián-Barrera, Matías 61 2019 Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Zbl 1436.62551 Freue, Gabriela V. Cohen; Kepplinger, David; Salibián-Barrera, Matías; Smucler, Ezequiel 11 2019 Modelling Ocean temperatures from bio-probes under preferential sampling. Zbl 1423.62158 Dinsdale, Daniel; Salibian-Barrera, Matias 2 2019 Robust estimators for additive models using backfitting. Zbl 1416.62207 Boente, Graciela; Martínez, Alejandra; Salibián-Barrera, Matías 2 2017 Robust tests for linear regression models based on \(\tau\)-estimates. Zbl 1468.62171 Salibian-Barrera, Matias; Van Aelst, Stefan; Yohai, Víctor J. 7 2016 \(S\)-estimator for functional principal component analysis. Zbl 1373.62290 Boente, Graciela; Salibian-Barrera, Matías 18 2015 A characterization of elliptical distributions and some optimality properties of principal components for functional data. Zbl 1298.62093 Boente, Graciela; Salibián Barrera, Matías; Tyler, David E. 13 2014 An outlier-robust fit for generalized additive models with applications to disease outbreak detection. Zbl 1232.62142 Alimadad, Azadeh; Salibian-Barrera, Matias 12 2011 Finding approximate solutions to combinatorial problems with very large data sets using BIRCH. Zbl 1464.62086 Harrington, Justin; Salibián-Barrera, Matias 3 2010 Globally robust confidence intervals for simple linear regression. Zbl 1284.62411 Adrover, Jorge; Salibian-Barrera, Matias 3 2010 Uniform asymptotics for S- and MM-regression estimators. Zbl 1432.62210 Omelka, Marek; Salibián-Barrera, Matías 2 2010 Robust model selection using fast and robust bootstrap. Zbl 1452.62509 Salibian-Barrera, Matias; van Aelst, Stefan 19 2008 Fast and robust bootstrap. Zbl 1367.62084 Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert 14 2008 High breakdown point robust regression with censored data. Zbl 1132.62016 Salibian-Barrera, Matías; Yohai, Víctor J. 5 2008 Weighted quantile regression with nonelliptically structured covariates. Zbl 1166.62021 Salibián-Barrera, Matías; Wei, Ying 2 2008 On tests for multivariate normality and associated simulation studies. Zbl 1255.62163 Farrell, Patrick J.; Salibian-Barrera, Matias; Naczk, Katarzyna 19 2007 Conditional growth charts. (With discussion and rejoinder). Zbl 1106.62049 Wei, Ying; He, Xuming 48 2006 Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. Zbl 1120.62319 Salibián-Barrera, Matías; Van Aelst, Stefan; Willems, Gert 43 2006 The asymptotics of MM-estimators for linear regression with fixed designs. Zbl 1095.62097 Salibian-Barrera, Matias 7 2006 Bootstrapping MM-estimators for linear regression with fixed designs. Zbl 1090.62029 Salibian-Barrera, Matias 6 2006 Estimating the \(p\)-values of robust tests for the linear model. Zbl 1123.62050 Salibian-Barrera, Matias 4 2005 Uniform asymptotics for robust location estimates when the scale is unknown. Zbl 1047.62022 Salibian-Barrera, Matias; Zamar, Ruben H. 9 2004 Globally robust inference for the location and simple linear regression models. Zbl 1032.62027 Adrover, Jorge; Salibian-Barrera, Matias; Zamar, Ruben 6 2004 Bootstrapping robust estimates of regression. Zbl 1012.62028 Salibian-Barrera, Matias; Zamar, Ruben H. 36 2002 Globally robust inference. Zbl 1034.62027 Adrover, Jorge; Berrendero, Jose Ramon; Salibian-Barrera, Matias; Zamar, Ruben H. 1 2002 Improving bias-robustness of regression estimates through projections. Zbl 0972.62043 Maronna, Ricardo A.; Salibian Barrera, Matías; Yohai, Víctor J. 1 2000 all cited Publications top 5 cited Publications all top 5 Cited by 377 Authors 21 Van Aelst, Stefan 17 Salibian-Barrera, Matias 15 Boente, Graciela 9 Yohai, Víctor Jaime 9 Zamar, Ruben H. 6 Paindaveine, Davy 5 Agostinelli, Claudio 5 Croux, Christophe 5 Greco, Luca 5 Verdonck, Tim 5 Willems, Gert 4 Adrover, Jorge G. 4 Camponovo, Lorenzo 4 Filzmoser, Peter 4 Hallin, Marc 4 Hanusz, Zofia 4 Hubert, Mia 4 Kalogridis, Ioannis 4 Kudraszow, Nadia L. 4 La Vecchia, Davide 4 Maronna, Ricardo Antonio 4 Verdebout, Thomas 3 Bali, Juan Lucas 3 Berrendero, Jose Ramon 3 Cao, GuanQun 3 Gijbels, Irène 3 Guo, Chaohui 3 Kalina, Jan 3 Lv, Jing 3 Marazzi, Alfio 3 Park, Yeonjoo 3 Riani, Marco 3 Rousseeuw, Peter J. 3 Seo, Takashi 3 Sinha, Sanjoy Kumar 3 Welsh, Alan H. 3 Yang, Hu 2 Alfons, Andreas 2 Amato, Umberto 2 Antoniadis, Anestis 2 Arslan, Olcay 2 Bianco, Ana M. 2 Billor, Nedret 2 Cerioli, Andrea 2 Christmann, Andreas 2 Čížek, Pavel 2 Claeskens, Gerda 2 De Feis, Italia 2 Enomoto, Rie 2 Freue, Gabriela V. Cohen 2 Genton, Marc G. 2 Henze, Norbert 2 Heritier, Stephane R. 2 Hron, Karel 2 Hu, Hongchang 2 Insolia, Luca 2 Kepplinger, David 2 Lim, Yaeji 2 Lima, Italo R. 2 Locatelli, Isabella 2 Martínez, Alejandra Mercedes 2 Midi, Habshah BT. 2 Otsu, Taisuke 2 Pacillo, Simona 2 Peremans, Kris 2 Rao, Jonnagadda Nalini Kanth 2 Remy, Julien 2 Rodriguez, Daniela 2 Roelant, Ella 2 Ruiz-Gazen, Anne 2 Scaillet, Olivier 2 Serneels, Sven 2 Smaga, Łukasz 2 Tarasińska, Joanna 2 Tenreiro, Carlos 2 Victoria-Feser, Maria-Pia 2 Wang, Chun-Chao 1 Abebe, Asheber 1 Aeberhard, William H. 1 Aerts, Stephanie 1 Alrawashdeh, Mufda Jameel 1 Alvarez, Agustín 1 Amado, Conceičão 1 Araújo, Tanya 1 Atkinson, Anthony C. 1 Avella-Medina, Marco 1 Baaske, Wolfgang E. 1 Basu, Ayanendranath 1 Batmaz, İnci 1 Batsidis, Apostolos 1 Bernard, Gaspard 1 Berrett, Thomas B. 1 Berry, Michael W. 1 Bertsimas, Dimitris John 1 Beyhum, Jad 1 Bodelet, Julien 1 Brunet-Saumard, Camille 1 Burke, Kevin C. 1 Cadima, Jorge F. C. L. 1 Cai, Xiong ...and 277 more Authors all top 5 Cited in 67 Serials 42 Computational Statistics and Data Analysis 18 Journal of Multivariate Analysis 15 Test 9 Communications in Statistics. Simulation and Computation 9 Journal of Statistical Computation and Simulation 8 The Annals of Statistics 6 Journal of the American Statistical Association 6 Statistics & Probability Letters 6 Communications in Statistics. Theory and Methods 6 Statistical Methods and Applications 6 Statistics and Computing 5 Biometrics 5 Statistics 5 Statistical Papers 4 Metrika 4 Annals of the Institute of Statistical Mathematics 4 Journal of Econometrics 4 Journal of Statistical Planning and Inference 3 The Canadian Journal of Statistics 3 Journal of Computational and Applied Mathematics 3 Electronic Journal of Statistics 2 Scandinavian Journal of Statistics 2 Metron 2 Statistical Science 2 Econometric Reviews 2 Computational Statistics 2 Statistica Sinica 2 Journal of Nonparametric Statistics 2 Mathematical Problems in Engineering 2 Journal of Inequalities and Applications 2 Journal of Applied Statistics 2 Hacettepe Journal of Mathematics and Statistics 2 Journal of the Korean Statistical Society 2 Advances in Data Analysis and Classification. ADAC 2 AStA. Advances in Statistical Analysis 2 The Annals of Applied Statistics 1 The American Statistician 1 Lithuanian Mathematical Journal 1 Physica A 1 Biometrical Journal 1 Demonstratio Mathematica 1 Information Sciences 1 International Statistical Review 1 South African Statistical Journal 1 Systems & Control Letters 1 Revista Colombiana de Estadística 1 Machine Learning 1 Economics Letters 1 European Journal of Operational Research 1 International Journal of Robust and Nonlinear Control 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Nonlinear Dynamics 1 The Econometrics Journal 1 Econometric Theory 1 Scandinavian Actuarial Journal 1 Dynamics of Continuous, Discrete & Impulsive Systems. Series B. Applications & Algorithms 1 Journal of Systems Science and Complexity 1 Journal of Statistical Theory and Practice 1 Mathematical Geosciences 1 Statistics Surveys 1 Communications in Mathematical Research 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Philosophical Transactions of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 14 Fields 230 Statistics (62-XX) 15 Numerical analysis (65-XX) 9 Computer science (68-XX) 8 Probability theory and stochastic processes (60-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Operations research, mathematical programming (90-XX) 4 General and overarching topics; collections (00-XX) 2 Systems theory; control (93-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Convex and discrete geometry (52-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year