Trimmed -means: an attempt to robustify quantizers JA Cuesta-Albertos, A Gordaliza, C Matrán The Annals of Statistics 25 (2), 553-576, 1997 | 401 | 1997 |
A general trimming approach to robust cluster analysis LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar | 305 | 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 | 257 | 2010 |
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 | 227 | 2016 |
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 | 227 | 1999 |
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 | 198 | 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 | 163 | 2021 |
Notes on the Wasserstein metric in Hilbert spaces JA Cuesta, C Matrán The Annals of Probability, 1264-1276, 1989 | 115 | 1989 |
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 | 100 | 1988 |
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 | 98 | 2000 |
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 | 97 | 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 | 95 | 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 | 84 | 2007 |
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 | 74 | 1996 |
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 | 67 | 2018 |
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 | 61 | 2008 |
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 | 60 | 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 | 55 | 2011 |
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 | 51 | 2019 |
Avoiding spurious local maximizers in mixture modeling LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar Statistics and Computing 25, 619-633, 2015 | 50 | 2015 |