Robust statistics: theory and methods (with R) RA Maronna, RD Martin, VJ Yohai, M Salibián-Barrera John Wiley & Sons, 2019 | 4346 | 2019 |
Robustbase: basic robust statistics P Rousseeuw, C Croux, V Todorov, A Ruckstuhl, M Salibian-Barrera, ... R package version 0.4-5, URL http://CRAN. R-project. org/package= robustbase, 2009 | 504* | 2009 |
A fast algorithm for S-regression estimates M Salibian-Barrera, VJ Yohai Journal of computational and Graphical Statistics 15 (2), 414-427, 2006 | 319 | 2006 |
Bootstrapping robust estimates of regression M Salibian-Barrera, RH Zamar Annals of Statistics, 556-582, 2002 | 205 | 2002 |
Principal components analysis based on multivariate MM estimators with fast and robust bootstrap M Salibián-Barrera, S Van Aelst, G Willems Journal of the American Statistical Association 101 (475), 1198-1211, 2006 | 156 | 2006 |
robustbase: Basic Robust Statistics. R package version 0.93–6 M Maechler, P Rousseeuw, C Croux, V Todorov, A Ruckstuhl, ... Available online at the address, 2020 | 148 | 2020 |
On tests for multivariate normality and associated simulation studies PJ Farrell, M Salibian-Barrera, K Naczk Journal of statistical computation and simulation 77 (12), 1065-1080, 2007 | 119 | 2007 |
Fast and robust bootstrap M Salibián-Barrera, S Van Aelst, G Willems Statistical Methods and Applications 17, 41-71, 2008 | 82 | 2008 |
Robust model selection using fast and robust bootstrap M Salibian-Barrera, S Van Aelst Computational Statistics & Data Analysis 52 (12), 5121-5135, 2008 | 57 | 2008 |
RSKC: An R package for a robust and sparse k-means clustering algorithm Y Kondo, M Salibian-Barrera, R Zamar Journal of Statistical Software 72, 1-26, 2016 | 54 | 2016 |
An outlier-robust fit for generalized additive models with applications to disease outbreak detection A Alimadad, M Salibian-Barrera Journal of the American Statistical Association 106 (494), 719-731, 2011 | 53 | 2011 |
S-estimators for functional principal component analysis G Boente, M Salibian-Barrera Journal of the American Statistical Association 110 (511), 1100-1111, 2015 | 50 | 2015 |
The fast-τ estimator for regression M Salibian-Barrera, G Willems, R Zamar Journal of Computational and Graphical Statistics 17 (3), 659-682, 2008 | 50 | 2008 |
A characterization of elliptical distributions and some optimality properties of principal components for functional data G Boente, MS Barrera, DE Tyler Journal of Multivariate Analysis 131, 254-264, 2014 | 46 | 2014 |
S-estimation for penalized regression splines K Tharmaratnam, G Claeskens, C Croux, M Salibián-Barrera Journal of Computational and Graphical Statistics 19 (3), 609-625, 2010 | 43 | 2010 |
robustbase: Basic Robust Statistics, 2013 P Rousseeuw, C Croux, V Todorov, A Ruckstuhl, M Salibian-Barrera, ... URL http://CRAN. R-project. org/package= robustbase. R package version 0.9 …, 2013 | 35 | 2013 |
Robust elastic net estimators for variable selection and identification of proteomic biomarkers GV Cohen Freue, D Kepplinger, M Salibián-Barrera, E Smucler | 34 | 2019 |
Contributions to the theory of robust inference M Salibian-Barrera University of British Columbia, 2000 | 33 | 2000 |
Robustbase: Basic robust statistics. 2021 M Maechler, P Rousseeuw, C Croux, V Todorov, A Ruckstuhl, ... URL http://robustbase. r-forge. r-project. org/. R package version 0.92-7.[p …, 2020 | 31 | 2020 |
Package ‘robustbase’ M Maechler, P Rousseeuw, C Croux, V Todorov, A Ruckstuhl, ... Basic Robust Statistics 2021, 2021 | 29 | 2021 |