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Matias Salibian Barrera
Matias Salibian Barrera
Professor of Statistics, The University of British Columbia
Verified email at stat.ubc.ca - Homepage
Title
Cited by
Cited by
Year
Robust statistics: theory and methods (with R)
RA Maronna, RD Martin, VJ Yohai, M Salibián-Barrera
John Wiley & Sons, 2019
41622019
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
475*2009
A fast algorithm for S-regression estimates
M Salibian-Barrera, VJ Yohai
Journal of computational and Graphical Statistics 15 (2), 414-427, 2006
3052006
Bootstrapping robust estimates of regression
M Salibian-Barrera, RH Zamar
Annals of Statistics, 556-582, 2002
2052002
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
1532006
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
1232020
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
1132007
Fast and robust bootstrap
M Salibián-Barrera, S Van Aelst, G Willems
Statistical Methods and Applications 17, 41-71, 2008
802008
Robust model selection using fast and robust bootstrap
M Salibian-Barrera, S Van Aelst
Computational Statistics & Data Analysis 52 (12), 5121-5135, 2008
582008
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
492016
The fast-τ estimator for regression
M Salibian-Barrera, G Willems, R Zamar
Journal of Computational and Graphical Statistics 17 (3), 659-682, 2008
492008
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
482011
S-estimators for functional principal component analysis
G Boente, M Salibian-Barrera
Journal of the American Statistical Association 110 (511), 1100-1111, 2015
462015
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
452014
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
432010
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
352013
Contributions to the theory of robust inference
M Salibian-Barrera
University of British Columbia, 2000
332000
Robust elastic net estimators for variable selection and identification of proteomic biomarkers
GV Cohen Freue, D Kepplinger, M Salibián-Barrera, E Smucler
302019
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
292020
Methods for preferential sampling in geostatistics
D Dinsdale, M Salibian-Barrera
Journal of the Royal Statistical Society Series C: Applied Statistics 68 (1 …, 2019
272019
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