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Carlos Matrán - Author Profile - zbMATH Open

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Author ID: matran.carlos Recent zbMATH articles by "Matrán, Carlos"
Published as: Matrán, C.; Matrán, Carlos; Matran, Carlos; Matran, C. more...

Citations contained in zbMATH Open

55 Publications have been cited 917 times in 582 Documents Cited by Year
Trimmed \(k\)-means: An attempt to robustify quantizers. Zbl 0878.62045
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

100

1997

A general trimming approach to robust cluster analysis. Zbl 1360.62328
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin

93

2008

Central limit theorems for the Wasserstein distance between the empirical and the true distributions. Zbl 0958.60012
del Barrio, Eustasio; Giné, Evarist; Matrán, Carlos

64

1999

A fixed-point approach to barycenters in Wasserstein space. Zbl 1383.49052
Álvarez-Esteban, Pedro C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

55

2016

Tests of goodness of fit based on the \(L_2\)-Wasserstein distance. Zbl 0961.62037
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos; Rodríguez-Rodríguez, Jesús M.

54

1999

A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín

47

2010

Distribution and quantile functions, ranks and signs in dimension \(d\): a measure transportation approach. Zbl 1468.62282
Hallin, Marc; del Barrio, Eustasio; Cuesta-Albertos, Juan; Matrán, Carlos

43

2021

The random projection method in goodness of fit for functional data. Zbl 1162.62363
Cuesta-Albertos, J. A.; Del Barrio, E.; Fraiman, R.; Matrán, C.

33

2007

Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

32

2011

Contributions of empirical and quantile processes to the asymptotic theory of goodness-of-fit tests. (With comments). Zbl 0997.62034
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

29

2000

The strong law of large numbers for k-means and best possible nets of Banach valued random variables. Zbl 0628.60010
Cuesta, J. A.; Matran, C.

29

1988

Notes on the Wasserstein metric in Hilbert spaces. Zbl 0688.60011
Cuesta, Juan Antonio; Matrán, Carlos

26

1989

Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

23

2015

Robust estimation in the normal mixture model based on robust clustering. Zbl 05563369
Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Iscar, A.

20

2008

Uniqueness and approximate computation of optimal incomplete transportation plans. Zbl 1215.49042
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

19

2011

Trimmed comparison of distributions. Zbl 1471.62262
Álvarez-Esteban, Pedro César; del Barrio, Eustasio; Cuesta-Albertos, Juan Antonio; Matrán, Carlos

18

2008

Similarity of samples and trimming. Zbl 1239.62005
Álvarez-Esteban, Pedro C.; Del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

14

2012

Trimming and likelihood: Robust location and dispersion estimation in the elliptical model. Zbl 1148.62038
Cuesta-Albertos, Juan A.; Matrán, Carlos; Mayo-Iscar, Agustín

14

2008

Optimal transportation plans and convergence in distribution. Zbl 0894.60012
Cuesta-Albertos, J. A.; Matrán, C.; Tuero-Díaz, A.

13

1997

On the unconditional strong law of large numbers for the bootstrap mean. Zbl 0866.60029
Arenal-Gutiérrez, Eusebio; Matrán, Carlos; Cuesta-Albertos, Juan A.

13

1996

Robust clustering tools based on optimal transportation. Zbl 1430.62130
del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A.

12

2019

A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos

11

1999

Mass transportation problems in probability theory. Zbl 0860.60083
Cuesta-Albertos, J. A.; Matrán, C.; Rachev, S. T.; Rüschendorf, L.

11

1996

The weighted bootstrap mean for heavy-tailed distributions. Zbl 1163.62320
del Barrio, E.; Matrán, C.

10

2000

Strong convergence of weighted sums of random elements through the equivalence of sequences of distributions. Zbl 0646.60008
Cuesta, Juan A.; Matrán, Carlos

10

1988

A zero-one law approach to the central limit theorem for the weighted bootstrap mean. Zbl 0855.62008
Arenal-Gutiérrez, Eusebio; Matrán, Carlos

9

1996

Wide consensus aggregation in the Wasserstein space. Application to location-scatter families. Zbl 1419.62118
Álvarez-Esteban, Pedro C.; Del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

8

2018

A contamination model for the stochastic order. Zbl 1373.60040
Álvarez-Esteban, Pedro C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

8

2016

Unconditional Glivenko-Cantelli-type theorems and weak laws of large numbers for bootstrap. Zbl 0852.60027
Arenal-Gutiérrez, Eusebio; Matrán, Carlos; Cuesta-Albertos, Juan A.

6

1996

Consistency of \(L_ p\)-best monotone approximations. Zbl 0839.62049
Cuesta-Albertos, J. A.; Domínguez-Menchero, J. S.; Matrán, C.

6

1995

Models for the assessment of treatment improvement: the ideal and the feasible. Zbl 1442.62760
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

6

2017

Necessary conditions for the bootstrap of the mean of a triangular array. Zbl 0930.62047
del Barrio, E.; Matrán, C.; Cuesta-Albertos, J. A.

5

1999

On the monotonicity of optimal transportation plans. Zbl 0892.60020
Cuesta-Albertos, J. A.; Matrán, C.; Tuero-Díaz, A.

5

1997

Assessing when a sample is mostly normal. Zbl 1284.62124
Alvarez-Esteban, Pedro C.; del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

5

2010

Rates of convergence for partial mass problems. Zbl 1286.60004
del Barrio, Eustasio; Matrán, Carlos

5

2013

Resampling schemes with low resampling intensity and their applications in testing hypotheses. Zbl 1149.62035
del Barrio, Eustasio; Janssen, Arnold; Matrán, Carlos

5

2009

Trimmed best \(k\)-nets: A robustified version of an \(L_{\infty}\)-based clustering method. Zbl 0894.62078
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

4

1998

The asymptotic distribution of the bootstrap sample mean of an infinitesimal array. Zbl 0907.62018
Cuesta-Albertos, J. A.; Matrán, C.

4

1998

A review on strong convergence of weighted sums of random elements based on Wasserstein metrics. Zbl 0752.60029
Cuesta, Juan A.; Matrán, Carlos

4

1992

Conditional bounds and best \(L_{\infty}\)-approximations in probability spaces. Zbl 0696.41025
Cuesta, Juan A.; Matrán, Carlos

4

1989

On the asymptotic behavior of sums of pairwise independent random variables. Zbl 0721.60026
Cuesta, Juan Antonio; Matrán, Carlos

4

1991

\(L_ p\)-linear regression, consistency and significative regression in median. Zbl 0588.62107
Cuesta, J. A.; Matrán, C.

3

1986

Approximation to probabilities through uniform laws on convex sets. Zbl 1025.60009
Cuesta-Albertos, J. A.; Matrán, C.; Rodríguez-Rodríguez, J.

3

2003

Uniform consistency of r-means. Zbl 0662.60046
Cuesta, Juan A.; Matrán, Carlos

3

1988

Asymptotic stability of the bootstrap sample mean. Zbl 1057.62018
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

3

2002

Robustness and outliers. Zbl 1396.62133
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian

3

2016

On approximate validation of models: a Kolmogorov-Smirnov-based approach. Zbl 1474.62097
del Barrio, E.; Inouzhe, H.; Matrán, C.

3

2020

Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C.

2

1999

Trimmed \(k\)-means and the Cauchy mean-value property. Zbl 0925.62240
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

2

1995

Asymptotic behavior of p-predictions for vector valued random variables. Zbl 0655.60008
Cuesta, Juan A.; Matrán, Carlos

2

1987

The empirical cost of optimal incomplete transportation. Zbl 1291.60011
Del Barrio, Eustasio; Matrán, Carlos

2

2013

Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

2

2018

A robust maximal \(F\)-ratio statistic to detect clusters structure. Zbl 1159.62314
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

1

2009

Letter to the editor. Zbl 1279.62112
Cuesta-Albertos, J. A.; del Barrio, E.; Fraiman, R.; Matrán, C.

1

2012

Searching for a common pooling pattern among several samples. Zbl 1471.62013
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

1

2013

Distribution and quantile functions, ranks and signs in dimension \(d\): a measure transportation approach. Zbl 1468.62282
Hallin, Marc; del Barrio, Eustasio; Cuesta-Albertos, Juan; Matrán, Carlos

43

2021

On approximate validation of models: a Kolmogorov-Smirnov-based approach. Zbl 1474.62097
del Barrio, E.; Inouzhe, H.; Matrán, C.

3

2020

Robust clustering tools based on optimal transportation. Zbl 1430.62130
del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A.

12

2019

Wide consensus aggregation in the Wasserstein space. Application to location-scatter families. Zbl 1419.62118
Álvarez-Esteban, Pedro C.; Del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

8

2018

Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. Zbl 1428.62226
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

2

2018

Models for the assessment of treatment improvement: the ideal and the feasible. Zbl 1442.62760
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

6

2017

A fixed-point approach to barycenters in Wasserstein space. Zbl 1383.49052
Álvarez-Esteban, Pedro C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

55

2016

A contamination model for the stochastic order. Zbl 1373.60040
Álvarez-Esteban, Pedro C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

8

2016

Robustness and outliers. Zbl 1396.62133
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.; Hennig, Christian

3

2016

Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

23

2015

Rates of convergence for partial mass problems. Zbl 1286.60004
del Barrio, Eustasio; Matrán, Carlos

5

2013

The empirical cost of optimal incomplete transportation. Zbl 1291.60011
Del Barrio, Eustasio; Matrán, Carlos

2

2013

Searching for a common pooling pattern among several samples. Zbl 1471.62013
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

1

2013

Similarity of samples and trimming. Zbl 1239.62005
Álvarez-Esteban, Pedro C.; Del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

14

2012

Letter to the editor. Zbl 1279.62112
Cuesta-Albertos, J. A.; del Barrio, E.; Fraiman, R.; Matrán, C.

1

2012

Exploring the number of groups in robust model-based clustering. Zbl 1221.62093
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

32

2011

Uniqueness and approximate computation of optimal incomplete transportation plans. Zbl 1215.49042
Álvarez-Esteban, P. C.; del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.

19

2011

A review of robust clustering methods. Zbl 1284.62375
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín

47

2010

Assessing when a sample is mostly normal. Zbl 1284.62124
Alvarez-Esteban, Pedro C.; del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

5

2010

Resampling schemes with low resampling intensity and their applications in testing hypotheses. Zbl 1149.62035
del Barrio, Eustasio; Janssen, Arnold; Matrán, Carlos

5

2009

A robust maximal \(F\)-ratio statistic to detect clusters structure. Zbl 1159.62314
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A.

1

2009

A general trimming approach to robust cluster analysis. Zbl 1360.62328
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin

93

2008

Robust estimation in the normal mixture model based on robust clustering. Zbl 05563369
Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Iscar, A.

20

2008

Trimmed comparison of distributions. Zbl 1471.62262
Álvarez-Esteban, Pedro César; del Barrio, Eustasio; Cuesta-Albertos, Juan Antonio; Matrán, Carlos

18

2008

Trimming and likelihood: Robust location and dispersion estimation in the elliptical model. Zbl 1148.62038
Cuesta-Albertos, Juan A.; Matrán, Carlos; Mayo-Iscar, Agustín

14

2008

The random projection method in goodness of fit for functional data. Zbl 1162.62363
Cuesta-Albertos, J. A.; Del Barrio, E.; Fraiman, R.; Matrán, C.

33

2007

Approximation to probabilities through uniform laws on convex sets. Zbl 1025.60009
Cuesta-Albertos, J. A.; Matrán, C.; Rodríguez-Rodríguez, J.

3

2003

Asymptotic stability of the bootstrap sample mean. Zbl 1057.62018
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

3

2002

Contributions of empirical and quantile processes to the asymptotic theory of goodness-of-fit tests. (With comments). Zbl 0997.62034
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos

29

2000

The weighted bootstrap mean for heavy-tailed distributions. Zbl 1163.62320
del Barrio, E.; Matrán, C.

10

2000

Central limit theorems for the Wasserstein distance between the empirical and the true distributions. Zbl 0958.60012
del Barrio, Eustasio; Giné, Evarist; Matrán, Carlos

64

1999

Tests of goodness of fit based on the \(L_2\)-Wasserstein distance. Zbl 0961.62037
del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos; Rodríguez-Rodríguez, Jesús M.

54

1999

A central limit theorem for multivariate generalized trimmed \(k\)-means. Zbl 0984.62042
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos

11

1999

Necessary conditions for the bootstrap of the mean of a triangular array. Zbl 0930.62047
del Barrio, E.; Matrán, C.; Cuesta-Albertos, J. A.

5

1999

Asymptotics for trimmed \(k\)-means and associated tolerance zones. Zbl 1054.62551
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C.

2

1999

Trimmed best \(k\)-nets: A robustified version of an \(L_{\infty}\)-based clustering method. Zbl 0894.62078
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

4

1998

The asymptotic distribution of the bootstrap sample mean of an infinitesimal array. Zbl 0907.62018
Cuesta-Albertos, J. A.; Matrán, C.

4

1998

Trimmed \(k\)-means: An attempt to robustify quantizers. Zbl 0878.62045
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

100

1997

Optimal transportation plans and convergence in distribution. Zbl 0894.60012
Cuesta-Albertos, J. A.; Matrán, C.; Tuero-Díaz, A.

13

1997

On the monotonicity of optimal transportation plans. Zbl 0892.60020
Cuesta-Albertos, J. A.; Matrán, C.; Tuero-Díaz, A.

5

1997

On the unconditional strong law of large numbers for the bootstrap mean. Zbl 0866.60029
Arenal-Gutiérrez, Eusebio; Matrán, Carlos; Cuesta-Albertos, Juan A.

13

1996

Mass transportation problems in probability theory. Zbl 0860.60083
Cuesta-Albertos, J. A.; Matrán, C.; Rachev, S. T.; Rüschendorf, L.

11

1996

A zero-one law approach to the central limit theorem for the weighted bootstrap mean. Zbl 0855.62008
Arenal-Gutiérrez, Eusebio; Matrán, Carlos

9

1996

Unconditional Glivenko-Cantelli-type theorems and weak laws of large numbers for bootstrap. Zbl 0852.60027
Arenal-Gutiérrez, Eusebio; Matrán, Carlos; Cuesta-Albertos, Juan A.

6

1996

Consistency of \(L_ p\)-best monotone approximations. Zbl 0839.62049
Cuesta-Albertos, J. A.; Domínguez-Menchero, J. S.; Matrán, C.

6

1995

Trimmed \(k\)-means and the Cauchy mean-value property. Zbl 0925.62240
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C.

2

1995

A review on strong convergence of weighted sums of random elements based on Wasserstein metrics. Zbl 0752.60029
Cuesta, Juan A.; Matrán, Carlos

4

1992

On the asymptotic behavior of sums of pairwise independent random variables. Zbl 0721.60026
Cuesta, Juan Antonio; Matrán, Carlos

4

1991

Notes on the Wasserstein metric in Hilbert spaces. Zbl 0688.60011
Cuesta, Juan Antonio; Matrán, Carlos

26

1989

Conditional bounds and best \(L_{\infty}\)-approximations in probability spaces. Zbl 0696.41025
Cuesta, Juan A.; Matrán, Carlos

4

1989

The strong law of large numbers for k-means and best possible nets of Banach valued random variables. Zbl 0628.60010
Cuesta, J. A.; Matran, C.

29

1988

Strong convergence of weighted sums of random elements through the equivalence of sequences of distributions. Zbl 0646.60008
Cuesta, Juan A.; Matrán, Carlos

10

1988

Uniform consistency of r-means. Zbl 0662.60046
Cuesta, Juan A.; Matrán, Carlos

3

1988

Asymptotic behavior of p-predictions for vector valued random variables. Zbl 0655.60008
Cuesta, Juan A.; Matrán, Carlos

2

1987

\(L_ p\)-linear regression, consistency and significative regression in median. Zbl 0588.62107
Cuesta, J. A.; Matrán, C.

3

1986

all top 5

Cited by 832 Authors

38 Matrán, Carlos
35 García-Escudero, Luis Angel
32 Cuesta-Albertos, Juan Antonio
31 Mayo-Iscar, Agustin
27 del Barrio, Eustasio
22 Gordaliza, Alfonso
14 Munk, Axel
13 Cerioli, Andrea
13 Farcomeni, Alessio
12 Kim, Sejong
11 Riani, Marco
10 Loubes, Jean-Michel
9 Álvarez-Esteban, Pedro César
9 D’Urso, Pierpaolo
9 Hallin, Marc
9 Punzo, Antonio
8 Fraiman, Ricardo
8 Greselin, Francesca
8 Van Aelst, Stefan
7 Hennig, Christian
6 Cuevas, Antonio
6 González-Manteiga, Wenceslao
6 González-Sanz, Alberto
6 Greco, Luca
6 Pagès, Gilles
6 Rosalsky, Andrew
5 De Giovanni, Livia
5 Domínguez Menchero, José Santos
5 Heinich, Henri
5 Hwang, Jinmi
5 Ingrassia, Salvatore
5 Perrotta, Domenico
4 Bigot, Jéremie
4 Cappozzo, Andrea
4 Coretto, Pietro
4 Cuesta, Juan Antonio
4 Dedecker, Jérôme
4 Dotto, Francesco
4 Ebner, Bruno
4 Gallegos, María Teresa
4 James, Nick
4 Janssen, Arnold
4 Klatt, Marcel
4 Le Gouic, Thibaut
4 Li, Deli
4 McNicholas, Paul D.
4 Menzies, Max
4 Mordant, Gilles
4 Papayiannis, Georgios I.
4 Ritter, Gunter
4 Torti, Francesca
4 Volodin, Andrei I.
4 Wasserman, Larry Alan
4 Zamar, Ruben H.
4 Zemel, Yoav
3 Altschuler, Jason M.
3 Bagnato, Luca
3 Balakrishnan, Sivaraman
3 Barabesi, Lucio
3 Bouzebda, Salim
3 Brécheteau, Claire
3 Cárcamo, Javier
3 Dette, Holger
3 Dey, Dipak Kumar
3 Drton, Mathias
3 Ghosal, Promit
3 Goldfeld, Ziv
3 González-Rodríguez, Gil
3 Han, Fang
3 Henze, Norbert
3 Hubert, Mia
3 Hudecová, Šárka
3 Hundrieser, Shayan
3 Inouzhe, Hristo
3 Irpino, Antonio
3 Jiménez-Gamero, María Dolores
3 Kato, Kengo
3 La Vecchia, Davide
3 Lachos Dávila, Víctor Hugo
3 Ledwina, Teresa
3 Lin, Tsung I.
3 Massari, Riccardo
3 McCann, Robert J.
3 Mer, Vatsalkumar N.
3 Murphy, Thomas Brendan
3 Nieto-Reyes, Alicia
3 Niles-Weed, Jonathan
3 Ordóñez Cabrera, Manuel H.
3 Pauly, Markus
3 Raynaud de Fitte, Paul
3 Rousseeuw, Peter J.
3 Ruwet, C.
3 Sen, Bodhisattva
3 Shi, Hongjian
3 Srivastava, Sanvesh
3 Tameling, Carla
3 Tortora, Cristina
3 Tuero-Díaz, A.
3 Verde, Rosanna
3 Vieu, Philippe
...and 732 more Authors

Citations by Year