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Carlos Matran
Carlos Matran
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Title
Cited by
Cited by
Year
Trimmed -means: an attempt to robustify quantizers
JA Cuesta-Albertos, A Gordaliza, C Matrán
The Annals of Statistics 25 (2), 553-576, 1997
3871997
A general trimming approach to robust cluster analysis
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
2982008
A review of robust clustering methods
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Advances in Data Analysis and Classification 4, 89-109, 2010
2422010
Central limit theorems for the Wasserstein distance between the empirical and the true distributions
E Del Barrio, E Giné, C Matrán
Annals of Probability, 1009-1071, 1999
2151999
A fixed-point approach to barycenters in Wasserstein space
PC Álvarez-Esteban, E Del Barrio, JA Cuesta-Albertos, C Matrán
Journal of Mathematical Analysis and Applications 441 (2), 744-762, 2016
2062016
Tests of Goodness of Fit Based on the L2-Wasserstein Distance
E Del Barrio, JA Cuesta-Albertos, C Matrán, JM Rodríguez-Rodríguez
Annals of Statistics, 1230-1239, 1999
1891999
Distribution and quantile functions, ranks and signs in dimension d: A measure transportation approach
M Hallin, E Del Barrio, J Cuesta-Albertos, C Matrán
1232021
Notes on the Wasserstein metric in Hilbert spaces
JA Cuesta, C Matrán
The Annals of Probability, 1264-1276, 1989
1091989
The strong law of large numbers for k-means and best possible nets of Banach valued random variables
JA Cuesta, C Matrán
Probability theory and related fields 78 (4), 523-534, 1988
971988
Contributions of empirical and quantile processes to the asymptotic theory of goodness-of-fit tests
E Del Barrio, JA Cuesta-Albertos, C Matrán, S Csörgö, CM Cuadras, ...
Test 9, 1-96, 2000
962000
Exploring the number of groups in robust model-based clustering
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Statistics and Computing 21 (4), 585-599, 2011
942011
Trimming tools in exploratory data analysis
LA García-Escudero, A Gordaliza, C Matrán
Journal of Computational and Graphical Statistics 12 (2), 434-449, 2003
912003
The random projection method in goodness of fit for functional data
JA Cuesta-Albertos, E del Barrio, R Fraiman, C Matrán
Computational Statistics & Data Analysis 51 (10), 4814-4831, 2007
832007
On lower bounds for theL2-Wasserstein metric in a Hilbert space
JA Cuesta-Albertos, C Matrán-Bea, A Tuero-Diaz
Journal of Theoretical Probability 9 (2), 263-283, 1996
671996
Robust estimation in the normal mixture model based on robust clustering
JA Cuesta-Albertos, C Matrán, A Mayo-Iscar
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2008
582008
Trimmed comparison of distributions
PC Alvarez-Esteban, E Del Barrio, JA Cuesta-Albertos, C Matran
Journal of the American Statistical Association 103 (482), 697-704, 2008
582008
Uniqueness and approximate computation of optimal incomplete transportation plans
PC Álvarez-Esteban, E del Barrio, JA Cuesta-Albertos, C Matrán
Annales de l'IHP Probabilités et statistiques 47 (2), 358-375, 2011
542011
An optimal transportation approach for assessing almost stochastic order
E Del Barrio, JA Cuesta-Albertos, C Matrán
The Mathematics of the Uncertain: A Tribute to Pedro Gil, 33-44, 2018
522018
Avoiding spurious local maximizers in mixture modeling
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Statistics and Computing 25, 619-633, 2015
482015
Robust clustering tools based on optimal transportation
E Del Barrio, JA Cuesta-Albertos, C Matrán, A Mayo-Íscar
Statistics and Computing 29, 139-160, 2019
442019
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