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Publications by Matías Salibián-Barrera

In Press

Liu Y, Salibian-Barrera M, Zamar RH, Zidek JV. Using Artificial Censoring to Improve Extreme Tail Quantile Estimates. Journal of the Royal Statistical Society Series C. In Press;.

2017

Boente G, Martínez A, Salibian-Barrera M. Robust estimators for additive models using backfitting. Journal of Nonparametric Statistics [Internet]. Taylor & Francis; 2017;29:744-767. https://doi.org/10.1080/10485252.2017.1369077

2016

Salibian-Barrera M, Van Aelst S, Yohai VJ. Robust tests for linear regression models based on tau-estimates. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2016;93:436-455.
Kondo Y, Salibian-Barrera M, Zamar R. RSKC: An R Package for a Robust and Sparse K-Means Clustering Algorithm. Journal of Statistical Software [Internet]. 2016;72:1–26. https://www.jstatsoft.org/index.php/jss/article/view/v072i05
Lau K, Salibian-Barrera M, Lampe L. Modulation recognition in the 868 MHz band using classification trees and random forests. {AEU} - International Journal of Electronics and Communications [Internet]. 2016;70:1321 - 1328. http://www.sciencedirect.com/science/article/pii/S1434841116303430

2015

Boente G, Salibian-Barrera M. S-Estimators for Functional Principal Component Analysis. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2015;110:1100-1111.

2014

2013

Croux C, Ronchetti E, Salibian-Barrera M, Van Aelst S. Special issue on robust analysis of complex data. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2013;65:1-3.
Christmann A, Salibian-Barrera M, Van Aelst S. Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods. In: Becker C, Fried R, Kuhnt S. Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather [Internet]. Berlin, Heidelberg: Springer Berlin Heidelberg; 2013. pp. 263–278. http://dx.doi.org/10.1007/978-3-642-35494-6_16

2011

Alimadad A, Salibian-Barrera M. An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2011;106:719-731.

2010

Adrover J, Salibian-Barrera M. Globally robust confidence intervals for simple linear regression. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2010;54:2899-2913.
Omelka M, Salibian-Barrera M. Uniform asymptotics for S- and MM-regression estimators. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS. TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY: SPRINGER HEIDELBERG; 2010;62:897-927.
Harrington J, Salibian-Barrera M. Finding approximate solutions to combinatorial problems with very large data sets using BIRCH. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2010;54:655-667.
Tharmaratnam K, Claeskens G, Croux C, Salibian-Barrera M. S-Estimation for Penalized Regression Splines. Journal of Computational and Graphical Statistics [Internet]. 2010;19:609-625. http://dx.doi.org/10.1198/jcgs.2010.08149

2008

Salibian-Barrera M, Wei Y. Weighted quantile regression with nonelliptically structured covariates. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE. COMMERCE PLACE, 350 MAIN ST, MALDEN 02148, MA USA: WILEY-BLACKWELL PUBLISHING, INC; 2008;36:595-611.
Salibian-Barrera M, Willems G, Zamar R. The fast-tau estimator for regression. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2008;17:659-682.
Salibian-Barrera M, Van Aelst S. Robust model selection using fast and robust bootstrap. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2008;52:5121-5135.
Salibian-Barrera M, Yohai VJ. High breakdown point robust regression with censored data. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2008;36:118-146.
Salibian-Barrera M, Van Aelst S, Willerns G. Fast and robust bootstrap. STATISTICAL METHODS AND APPLICATIONS. TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY: SPRINGER HEIDELBERG; 2008;17:41-71.

2007

Farrell PJ, Salibian-Barrera M, Naczk K. On tests for multivariate normality and associated simulation studies. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND: TAYLOR & FRANCIS LTD; 2007;77:1053-1068.

2006

Salibian-Barrera M, Van Aelst S, Willems G. Principal components analysis based on multivariate MM estimators with fast and robust bootstrap. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 1429 DUKE ST, ALEXANDRIA, VA 22314 USA: AMER STATISTICAL ASSOC; 2006;101:1198-1211.
Salibian-Barrera M. Bootstrapping MM-estimators for linear regression with fixed designs. STATISTICS & PROBABILITY LETTERS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2006;76:1287-1297.
Salibian-Barrera M, Yohai VJ. A fast algorithm for S-regression estimates. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 1429 DUKE ST, ALEXANDRIA, VA 22314 USA: AMER STATISTICAL ASSOC; 2006;15:414-427.
Salibian-Barrera M. The asymptotics of MM-estimators for linear regression with fixed designs. METRIKA. PO BOX 10 52 80, 69042 HEIDELBERG, GERMANY: PHYSICA-VERLAG GMBH & CO; 2006;63:283-294.
Salibian-Barrera M, Zamar RH. Discussion: Conditional growth charts. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2006;34:2113-2118.

2005

Salibian-Barrera M. Estimating the p-values of robust tests for the linear model. JOURNAL OF STATISTICAL PLANNING AND INFERENCE. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2005;128:241-257.

2004

Salibian-Barrera M, Zamar RH. Uniform asymptotics for robust location estimates when the scale is unknown. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2004;32:1434-1447.
Adrover J, Salibian-Barrera M, Zamar R. Globally robust inference for the location and simple linear regression models. JOURNAL OF STATISTICAL PLANNING AND INFERENCE. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2004;119:353-375.
Jibrin S, Pressman IS, Salibian-Barrera M. A probabilistic method for detecting multivariate extreme outliers. INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION. STE 500, CHESHAM HOUSE, 150 REGENT ST, LONDON W1R 5FA, ENGLAND: FREUND PUBLISHING HOUSE LTD; 2004;5:157-170.

2002

Salibian-Barrera M, Zamar RH. Bootstrapping robust estimates of regression. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2002;30:556-582.

1973

ESPINA S, ROJAS M, SALIBIAN A. NITROGENATED EXCRETION OF CALYPTOCEPHALELLA-CAUDIVERBERA (L). ACTA PHYSIOLOGICA LATINOAMERICANA. SERRANO 665, 1414 BUENOS AIRES, ARGENTINA: ASSN LATINOAMER CIENC FISIOL; 1973;23:74.
.F ISMAILBE, SALIBIAN A, KIRSTEN E, EDELMAN IS. EFFECTS OF THYROID-HORMONE ON ADENINE-NUCLEOTIDE CONTENT OF RAT-LIVER. PROCEEDINGS OF THE SOCIETY FOR EXPERIMENTAL BIOLOGY AND MEDICINE. 350 MAIN ST, MALDEN, MA 02148: BLACKWELL SCIENCE INC; 1973;144:471-474.

1972

KIRSTEN E, KIRSTEN R, SALIBIAN A. STUDY ON EFFECT OF ALDOSTERONE ON EXTRAMITOCHONDRIAL ADENINE-NUCLEOTIDE SYSTEM IN RAT-KIDNEY. JOURNAL OF STEROID BIOCHEMISTRY. THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND: PERGAMON-ELSEVIER SCIENCE LTD; 1972;3:173-&.

1971

SALIBIAN A, PRELLER A, ROBRES L. IN-VIVO IONIC UPTAKE THROUGH SKIN OF SOUTH-AMERICAN TOAD BUFO-ARUNCO. REVUE CANADIENNE DE BIOLOGIE. PO BOX 6128, SUCCURSALE A, MONTREAL PQ H3C 3J7, CANADA: PRESSES UNIV MONTREAL; 1971;30:115-&.

1970

SALIBIAN A, ZAMORANO B, GARCIA F, ROBRES L. EFFECT OF NEUROHYPOPHYSEAL HORMONES IN HIDRO-MINERAL, EQUILIBRIUM OF CHILEAN FROG (CALYPTOCEPHALELLA-GAYI) .1. EFFECT OF SYNTOCINON ON NA AND CL NET FLUXES THROUGH SKIN AND ON DIURESIS. ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1970;7:R85-&.
SALIBIAN A, PRELLER A, ROBRES L. IN-VIVO UPTAKE OF SODIUM AND CHLORINE THROUGH SKIN OF BUFO-SPINULOSUS. ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1970;7:R85-&.
SALIBIAN A. NA AND CL SERUM CONCENTRATION OF CHILEAN FROG CALYPTOCEPHALELLA-GAYI (DUM ET BIBR 1841) - INFLUENCE OF EXTERNAL BATH. ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1970;7:44-&.
GARCIA F, ESPINA S, ROJAS M, FUENTES E, SALIBIAN A. EFFECT OF NEUROHYPOPHYSEAL HORMONES ON HYDRO-MINERAL EQUILIBRIUM OF CHILEAN FROG CALYPTOCEPHALELLA-GAYI .2. EFFECT OF SYNTOCINON AND VASOTOCIN ON WATER BALANCE. ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1970;7:R67-&.
SALIBIAN A, ZAMORANO B, CARRASCO A. IN-VIVO EFFECT OF ILEU-8-OXYTOCIN (MESOTOCIN) ON SODIUM AND CHLORIDE NET FLUXES THROUGH SKIN AND ON DIURESIS OF CHILEAN FROG CALYPTOCEPHALELLA-CAUDIVERBERA (DONOSO, 1970). ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1970;7:R37-&.

1969

GARCIA F, SALIBIAN A. NATURE OF IONIC UPTAK THROUGH IN-VIVO SKIN OF CHILEAN FROG - H+/NA AND HCO3/CL EXCHANGES AND THEIR SELECTIVE INHIBITION. ARCHIVOS DE BIOLOGIA Y MEDICINA EXPERIMENTALES. CASILLA 16164, SANTIAGO 9, CHILE: SOCIEDAD BIOLGIA CHILE; 1969;6:R16-&.
ROMEU FG, SALIBIAN A, .S PEZZANIH. NATURE OF IN VIVO SODIUM AND CHLORIDE UPTAKE MECHANISMS THROUGH EPITHELIUM OF CHILEAN FROG CALYPTOCEPHALELLA GAYI (DUM ET BIBR, 1841) - EXCHANGES OF HYDROGEN AGAINST SODIUM AND OF BICARBONATE AGAINST CHLORIDE. JOURNAL OF GENERAL PHYSIOLOGY. 1114 FIRST AVE, 4TH FL, NEW YORK, NY 10021: ROCKEFELLER UNIV PRESS; 1969;53:816-&.

1968

SALIBIAN A, .S PEZZANIH, ROMEU FG. IN VIVO IONIC EXCHANGE THROUGH SKIN OF SOUTH AMERICAN FROG LEPTODACTYLUS OCELLATUS. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. 1968;25:311-&.
ROMEU FG, SALIBIAN A. SODIUM UPTAKE AND AMMONIA EXCRETION THROUGH IN VIVO SKIN OF SOUTH AMERICAN FROG LEPTODACTYLUS OCELLATUS (L 1758). LIFE SCIENCES PART 1 PHYSIOLOGY AND PHARMACOLOGY AND PART 2 BIOCHEMISTRY GENERAL AND MOLECULAR BIOLOGY. 1968;7:465-&.

1967

SALIBIAN A. ELECTROPHORESIS IN POLYACRILAMIDE GEL OF SERUM PROTEINS IN SOME TELEOST FISHES. COMPTES RENDUS DES SEANCES DE LA SOCIETE DE BIOLOGIE ET DE SES FILIALES. 120 BLVD SAINT-GERMAIN, 75280 PARIS 06, FRANCE: MASSON EDITEUR; 1967;161:717-&.
BOSCH R, SALIBIAN A, ROMEU FG. ON HISTOCHEMICAL DEMONSTRATION OF SODIUM-ACTIVATED ADENOSINE TRIPHOSPHATASE. JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY. UNIV WASHINGTON, DEPT BIOSTRUCTURE, BOX 357420, SEATTLE, WA 98195: HISTOCHEMICAL SOC INC; 1967;15:114-&.

1966

ROMEU FG, BOSCH R, SALIBIAN A. ACTIVIDAD ADENOSINTRIFOS-FATASICA DEPENDIENTE DE SODIO Y DE POTASIO EN BRANQUIAS DE PIMELODUS CLARIAS. ACTA PHYSIOLOGICA LATINOAMERICANA. SERRANO 665, 1414 BUENOS AIRES, ARGENTINA: ASSN LATINOAMER CIENC FISIOL; 1966;S 16:56-&.
SALIBIAN A. POLYACRILAMIDE GEL ELECTROPHORESIS OF SERUM PROTEINS OF SOME TELEOST FISHES. ACTA PHYSIOLOGICA LATINOAMERICANA. SERRANO 665, 1414 BUENOS AIRES, ARGENTINA: ASSN LATINOAMER CIENC FISIOL; 1966;16:97-&.