Trimmed -means: an attempt to robustify quantizers JA Cuesta-Albertos, A Gordaliza, C Matrán
The Annals of Statistics 25 (2), 553-576, 1997
384 1997 A general trimming approach to robust cluster analysis LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
294 2008 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
241 2010 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
211 1999 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
198 2016 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
191 1999 Distribution and quantile functions, ranks and signs in dimension d : A measure transportation approach M Hallin, E Del Barrio, J Cuesta-Albertos, C Matrán
115 2021 Notes on the Wasserstein metric in Hilbert spaces JA Cuesta, C Matrán
The Annals of Probability, 1264-1276, 1989
107 1989 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
96 2000 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
93 1988 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
91 2011 Trimming tools in exploratory data analysis LA García-Escudero, A Gordaliza, C Matrán
Journal of Computational and Graphical Statistics 12 (2), 434-449, 2003
89 2003 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
83 2007 On lower bounds for theL 2 -Wasserstein metric in a Hilbert space JA Cuesta-Albertos, C Matrán-Bea, A Tuero-Diaz
Journal of Theoretical Probability 9 (2), 263-283, 1996
64 1996 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
57 2008 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
56 2008 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
52 2011 Avoiding spurious local maximizers in mixture modeling LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Statistics and Computing 25, 619-633, 2015
48 2015 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
42 2018 Optimal transportation plans and convergence in distribution JA Cuesta-Albertos, C Matrán, A Tuero-Diaz
journal of multivariate analysis 60 (1), 72-83, 1997
42 1997