Publications by Matías Salibián-Barrera
2021
. Robust Boosting for Regression Problems. Computational Statistics and Data Science [Internet]. 2021;153. https://arxiv.org/abs/2002.02054
2020
. Robust estimation for semi-functional linear regression models. Computational Statistics and Data Science [Internet]. 2020;152. https://arxiv.org/abs/2006.16156
2019
. Methods for preferential sampling in geostatistics. Journal of the Royal Statistical Society Series C [Internet]. 2019;68(1):198. https://dx.doi.org/10.1111/rssc.12286
. Modelling ocean temperatures from bio-probes under preferential sampling. Annals of Applied Statistics [Internet]. 2019;13(2):713-745. https://arxiv.org/abs/1901.02630
. Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Annals of Applied Statistics [Internet]. 2019;13(4):2065-2090. http://dx.doi.org/10.1214/19-AOAS1269
2018
. Using Artificial Censoring to Improve Extreme Tail Quantile Estimates. Journal of the Royal Statistical Society Series C [Internet]. 2018;67(4):791-812. https://doi.org/10.1111/rssc.12262
2017
. 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
. 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
. 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
. 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.
2015
. 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
. A characterization of elliptical distributions and some optimality properties of principal components for functional data. Journal of Multivariate Analysis [Internet]. 2014;131:254 - 264. http://www.sciencedirect.com/science/article/pii/S0047259X14001638
2013
. Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods. In: . 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
. 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.
2011
. 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
. 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.
. 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.
. 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.
. 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
. 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.
. 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.
. Fast and robust bootstrap. STATISTICAL METHODS AND APPLICATIONS. TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY: SPRINGER HEIDELBERG; 2008;17:41-71.
. 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.
. 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.
2007
. 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
. Discussion: Conditional growth charts. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2006;34:2113-2118.
. 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.
. 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.
. 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.
. 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.
2005
. 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
. 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.
. 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.
. 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
. Bootstrapping robust estimates of regression. ANNALS OF STATISTICS. PO BOX 22718, BEACHWOOD, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2002;30:556-582.
1973
. NITROGENATED EXCRETION OF CALYPTOCEPHALELLA-CAUDIVERBERA (L). ACTA PHYSIOLOGICA LATINOAMERICANA. SERRANO 665, 1414 BUENOS AIRES, ARGENTINA: ASSN LATINOAMER CIENC FISIOL; 1973;23:74.
. 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
. 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
. 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
. 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-&.
. 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-&.
. 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-&.
. 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-&.
. 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-&.
1969
. 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-&.
. 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
. IN VIVO IONIC EXCHANGE THROUGH SKIN OF SOUTH AMERICAN FROG LEPTODACTYLUS OCELLATUS. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. 1968;25:311-&.
. 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
. 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-&.
. 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-&.