×

Rousseeuw, Peter J.

Author ID: rousseeuw.peter-j Recent zbMATH articles by "Rousseeuw, Peter J."
Published as: Rousseeuw, Peter J.; Rousseeuw, P. J.; Rousseeuw, Peter; Rousseeuw, P.

Publications by Year

Citations contained in zbMATH Open

92 Publications have been cited 4,684 times in 3,127 Documents Cited by Year
Robust statistics. The approach based on influence functions. Zbl 0593.62027
Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A.
940
1986
Robust regression and outlier detection. Zbl 0711.62030
Rousseeuw, Peter J.; Leroy, Annick M.
706
1987
Least median of squares regression. Zbl 0547.62046
Rousseeuw, Peter J.
527
1984
Finding groups in data. An introduction to cluster analysis. Zbl 1345.62009
Kaufman, Leonhard; Rousseeuw, Peter J.
513
1990
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Zbl 0636.62059
Rousseeuw, Peter J.
269
1987
Alternatives to the median absolute deviation. Zbl 0792.62025
Rousseeuw, Peter J.; Croux, Christophe
173
1993
Robust regression by means of S-estimators. Zbl 0567.62027
Rousseeuw, P.; Yohai, V.
172
1984
Multivariate estimation with high breakdown point. Zbl 0609.62054
Rousseeuw, Peter
135
1985
Regression depth. Zbl 1007.62060
Rousseeuw, Peter J.; Hubert, Mia
123
1999
Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Zbl 0733.62058
Lopuhaä, Hendrik P.; Rousseeuw, Peter J.
118
1991
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
71
2008
Bivariate location depth. Zbl 0905.62002
Rousseeuw, Peter J.; Ruts, Ida
55
1996
The depth function of a population distribution. Zbl 1093.62540
Rousseeuw, Peter J.; Ruts, Ida
54
1999
Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041
Davies, P. Laurie; Gather, Ursula
44
2005
Robust factor analysis. Zbl 1038.62055
Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe
43
2003
Multivariate functional outlier detection. Zbl 1441.62124
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter
42
2015
Computing depth contours of bivariate point clouds. Zbl 0900.62337
Ruts, Ida; Rousseeuw, Peter J.
40
1996
Generalized S-estimators. Zbl 0812.62073
Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola
33
1994
Transformation of non positive semidefinite correlation matrices. Zbl 0800.62345
Rousseeuw, Peter J.; Molenberghs, Geert
33
1993
Halfspace depth and regression depth characterize the empirical distribution. Zbl 1070.62509
Struyf, Anja; Rousseeuw, Peter J.
26
1999
Constructing the bivariate Tukey median. Zbl 0905.62029
Rousseeuw, Peter J.; Ruts, Ida
25
1998
Measuring overlap in binary regression. Zbl 1051.62065
Christmann, A.; Rousseeuw, P. J.
25
2001
Computing LTS regression for large data sets. Zbl 1034.62058
Rousseeuw, Peter J.; Van Driessen, Katrien
22
2002
Fuzzy clustering algorithms based on the maximum likelihood principle. Zbl 0741.62065
Trauwaert, E.; Kaufman, L.; Rousseeuw, P.
22
1991
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
20
2002
A new infinitesimal approach to robust estimation. Zbl 0443.62025
Rousseeuw, Peter J.
20
1981
Robustness against separation and outliers in logistic regression. Zbl 1429.62325
Rousseeuw, Peter J.; Christmann, Andreas
20
2003
Robustness of deepest regression. Zbl 0955.62029
Van Aelst, Stefan; Rousseeuw, Peter J.
19
2000
A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035
Croux, Christophe; Rousseeuw, Peter J.
17
1992
A robust scale estimator based on the shortest half. Zbl 0652.62032
Rousseeuw, P. J.; Leroy, A. M.
16
1988
Robust regression with both continuous and binary regressors. Zbl 0900.62174
Hubert, Mia; Rousseeuw, Peter J.
16
1997
The change-of-variance curve and optimal redescending M-estimators. Zbl 0476.62040
Hampel, Frank R.; Rousseeuw, Peter J.; Ronchetti, Elvezio
16
1981
Econometric applications of high-breakdown robust regression techniques. Zbl 0984.91065
Zaman, Asad; Rousseeuw, Peter J.; Orhan, Mehmet
15
2001
Fuzzy clustering using scatter matrices. Zbl 0900.62321
Rousseeuw, P. J.; Kaufman, L.; Trauwaert, E.
15
1996
The minimum regularized covariance determinant estimator. Zbl 1436.62197
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim
15
2020
Influence curves of general statistics. Zbl 0472.62046
Rousseeuw, Peter J.; Ronchetti, Elvezio
14
1981
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
14
2017
The bias of \(k\)-step M-estimators. Zbl 0801.62036
Rousseeuw, Peter J.; Croux, Christophe
13
1994
High-dimensional computation of the deepest location. Zbl 1046.62055
Struyf, A.; Rousseeuw, P. J.
12
2000
Robust PCA for skewed data and its outlier map. Zbl 1453.62116
Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim
12
2009
Characterizing angular symmetry and regression symmetry. Zbl 1040.62041
Rousseeuw, Peter J.; Struyf, Anja
12
2004
Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328
Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J.
11
1997
The remedian: A robust averaging method for large data sets. Zbl 0702.62030
Rousseeuw, Peter J.; Bassett, Gilbert W. jun.
11
1990
A portable Fortran program for the least median of squares regression line. Zbl 0551.62049
Leroy, A.; Rousseeuw, P.
10
1984
A robust Hotelling test. Zbl 1320.62062
Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S.
10
2002
Unconventional features of positive-breakdown estimators. Zbl 0791.62036
Rousseeuw, Peter J.
10
1994
Fuzzy clustering with high contrast. Zbl 0847.62052
Rousseeuw, P. J.; Trauwaert, E.; Kaufman, L.
9
1995
Recent developments in PROGRESS. Zbl 0911.62058
Rousseeuw, Peter J.; Hubert, Mia
9
1997
Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167
Rousseeuw, Peter J.; Hubert, Mia
9
1996
Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012
Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J.
9
1994
Optimal search paths for random variables. Zbl 0517.90039
Rousseeuw, Peter J.
8
1983
Depth in an arrangement of hyperplanes. Zbl 0944.52009
Rousseeuw, P. J.; Hubert, M.
8
1999
The catline for deep regression. Zbl 1130.62344
Hubert, Mia; Rousseeuw, Peter J.
8
1998
Robustness of the \(p\)-subset algorithm for regression with high breakdown point. Zbl 0738.62071
Rousseeuw, Peter J.; Bassett, Gilbert W. jun.
8
1991
Most robust M-estimators in the infinitesimal sense. Zbl 0491.62031
Rousseeuw, Peter J.
7
1982
Change-of-variance sensitivities in regression analysis. Zbl 0539.62042
Ronchetti, Elvezio; Rousseeuw, Peter J.
7
1985
Introduction to positive-breakdown methods. Zbl 0906.62029
Rousseeuw, P. J.
7
1997
A resampling design for computing high-breakdown regression. Zbl 0800.62190
Rousseeuw, Peter J.
7
1993
Applying robust regression to insurance. Zbl 0523.62082
Rousseeuw, P.; Daniels, B.; Leroy, A.
6
1984
Fast implementation of depth contours using topological sweep. Zbl 0988.65005
Miller, Kim; Ramaswami, Suneeta; Rousseeuw, Peter; Sellarès, Toni; Souvaine, Diane; Streinu, Ileana; Struyf, Anja
6
2001
Robust statistics. The approach based on influence functions. (Robastnost’v statistike. Podkhod na osnove funktsij vliyaniya). Transl. from the English by V. I. Khokhlov, M. V. Khatuntseva, I. A. Makhova and A. A. Bryandinskaya. Transl. ed. and with a preface by V. M. Zolotarev. Zbl 0733.62038
Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A.
6
1989
Robust regression with a distributed intercept using least median of squares. Zbl 0937.62526
Rousseeuw, Peter J.; Wagner, Joachim
6
1994
Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027
Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie
6
1996
A measure of directional outlyingness with applications to image data and video. Zbl 07498952
Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia
6
2018
The DetS and DetMM estimators for multivariate location and scatter. Zbl 1507.62078
Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim
6
2015
Robust estimation theory for bad data diagnostics in electric power systems. Zbl 0753.93020
Mili, L.; Phaniraj, V.; Rousseeuw, P. J.
5
1990
Efficient algorithms for maximum regression depth. Zbl 1161.62043
van Kreveld, Marc; Mitchell, Joseph S. B.; Rousseeuw, Peter; Sharir, Micha; Snoeyink, Jack; Speckmann, Bettina
5
2008
Robust estimation in very small samples. Zbl 1103.62330
Rousseeuw, Peter J.; Verboven, Sabine
5
2002
Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116
Hubert, M.; Rousseeuw, P.; Vakili, K.
5
2014
A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135
Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A.
4
2004
Asymptotics of the repeated median slope estimator. Zbl 0817.62018
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
3
1994
Robust regression with a categorical covariable. Zbl 0839.62032
Hubert, Mia; Rousseeuw, Peter J.
3
1996
The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023
Genton, Marc G.; Rousseeuw, Peter J.
3
1995
A generalized spatial sign covariance matrix. Zbl 1460.62083
Raymaekers, Jakob; Rousseeuw, Peter
3
2019
Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075
Rousseeuw, P. J.; Croux, C.; Hössjer, O.
2
1995
Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033
Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan
2
2001
The repeated median intercept estimator: Influence function and asymptotic normality. Zbl 0852.62062
Hössjer, Ola; Rousseeuw, Peter J.; Ruts, Ida
2
1995
Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
2
2015
A robust method for multivariate regression. Zbl 1026.62029
Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J.
2
2000
Developments in robust statistics. International conference, ICORS 2001, Vorau, Austria, July 23–27, 2001. Zbl 0995.00014
2
2003
A robust version of principal factor analysis. Zbl 1455.62119
Pison, G.; Rousseeuw, P. J.; Filzmoser, P.; Croux, C.
2
2000
Robust PCA for high-dimensional data. Zbl 1135.62344
Hubert, M.; Rousseeuw, P. J.; Verboven, S.
1
2003
Location M-estimators are characterized by the infinitesimal behaviour of their asymptotic variance. Zbl 0532.62020
Rousseeuw, Peter
1
1983
New statistical and computational results on the repeated median line. Zbl 0819.62060
Rousseeuw, Peter J.; Netanyahu, Nathan S.; Mount, David M.
1
1993
Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
1
1996
Displaying a clustering with CLUSPLOT. Zbl 1042.62565
Pison, Greet; Struyf, Anja; Rousseeuw, Peter J.
1
1999
A new algorithm for resistant regression. Zbl 0616.62044
Leroy, A.; Rousseeuw, P.
1
1986
Robust state estimation of electric power systems. Zbl 0799.62106
Mili, Lamine; Cheniae, Michael G.; Rousseeuw, Peter J.
1
1994
Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62116
Rousseeuw, Peter J.; Van den Bossche, Wannes
1
2015
Outlier detection in non-elliptical data by kernel MRCD. Zbl 1475.62056
Schreurs, Joachim; Vranckx, Iwein; Hubert, Mia; Suykens, Johan A. K.; Rousseeuw, Peter J.
1
2021
DetMCD in a calibration framework. Zbl 1436.62231
Verdonck, Tim; Hubert, Mia; Rousseeuw, Peter J.
1
2010
An improved algorithm for robust PCA. Zbl 1455.62121
Verboven, Sabine; Rousseeuw, Peter J.; Hubert, Mia
1
2000
Outlier detection in non-elliptical data by kernel MRCD. Zbl 1475.62056
Schreurs, Joachim; Vranckx, Iwein; Hubert, Mia; Suykens, Johan A. K.; Rousseeuw, Peter J.
1
2021
The minimum regularized covariance determinant estimator. Zbl 1436.62197
Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim
15
2020
A generalized spatial sign covariance matrix. Zbl 1460.62083
Raymaekers, Jakob; Rousseeuw, Peter
3
2019
A measure of directional outlyingness with applications to image data and video. Zbl 07498952
Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia
6
2018
Multivariate and functional classification using depth and distance. Zbl 1414.62247
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
14
2017
Multivariate functional outlier detection. Zbl 1441.62124
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter
42
2015
The DetS and DetMM estimators for multivariate location and scatter. Zbl 1507.62078
Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim
6
2015
Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter
2
2015
Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62116
Rousseeuw, Peter J.; Van den Bossche, Wannes
1
2015
Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116
Hubert, M.; Rousseeuw, P.; Vakili, K.
5
2014
DetMCD in a calibration framework. Zbl 1436.62231
Verdonck, Tim; Hubert, Mia; Rousseeuw, Peter J.
1
2010
Robust PCA for skewed data and its outlier map. Zbl 1453.62116
Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim
12
2009
High-breakdown robust multivariate methods. Zbl 1327.62328
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan
71
2008
Efficient algorithms for maximum regression depth. Zbl 1161.62043
van Kreveld, Marc; Mitchell, Joseph S. B.; Rousseeuw, Peter; Sharir, Micha; Snoeyink, Jack; Speckmann, Bettina
5
2008
Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041
Davies, P. Laurie; Gather, Ursula
44
2005
Characterizing angular symmetry and regression symmetry. Zbl 1040.62041
Rousseeuw, Peter J.; Struyf, Anja
12
2004
A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135
Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A.
4
2004
Robust factor analysis. Zbl 1038.62055
Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe
43
2003
Robustness against separation and outliers in logistic regression. Zbl 1429.62325
Rousseeuw, Peter J.; Christmann, Andreas
20
2003
Developments in robust statistics. International conference, ICORS 2001, Vorau, Austria, July 23–27, 2001. Zbl 0995.00014
2
2003
Robust PCA for high-dimensional data. Zbl 1135.62344
Hubert, M.; Rousseeuw, P. J.; Verboven, S.
1
2003
Computing LTS regression for large data sets. Zbl 1034.62058
Rousseeuw, Peter J.; Van Driessen, Katrien
22
2002
The deepest regression method. Zbl 1010.62062
Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja
20
2002
A robust Hotelling test. Zbl 1320.62062
Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S.
10
2002
Robust estimation in very small samples. Zbl 1103.62330
Rousseeuw, Peter J.; Verboven, Sabine
5
2002
Measuring overlap in binary regression. Zbl 1051.62065
Christmann, A.; Rousseeuw, P. J.
25
2001
Econometric applications of high-breakdown robust regression techniques. Zbl 0984.91065
Zaman, Asad; Rousseeuw, Peter J.; Orhan, Mehmet
15
2001
Fast implementation of depth contours using topological sweep. Zbl 0988.65005
Miller, Kim; Ramaswami, Suneeta; Rousseeuw, Peter; Sellarès, Toni; Souvaine, Diane; Streinu, Ileana; Struyf, Anja
6
2001
Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033
Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan
2
2001
Robustness of deepest regression. Zbl 0955.62029
Van Aelst, Stefan; Rousseeuw, Peter J.
19
2000
High-dimensional computation of the deepest location. Zbl 1046.62055
Struyf, A.; Rousseeuw, P. J.
12
2000
A robust method for multivariate regression. Zbl 1026.62029
Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J.
2
2000
A robust version of principal factor analysis. Zbl 1455.62119
Pison, G.; Rousseeuw, P. J.; Filzmoser, P.; Croux, C.
2
2000
An improved algorithm for robust PCA. Zbl 1455.62121
Verboven, Sabine; Rousseeuw, Peter J.; Hubert, Mia
1
2000
Regression depth. Zbl 1007.62060
Rousseeuw, Peter J.; Hubert, Mia
123
1999
The depth function of a population distribution. Zbl 1093.62540
Rousseeuw, Peter J.; Ruts, Ida
54
1999
Halfspace depth and regression depth characterize the empirical distribution. Zbl 1070.62509
Struyf, Anja; Rousseeuw, Peter J.
26
1999
Depth in an arrangement of hyperplanes. Zbl 0944.52009
Rousseeuw, P. J.; Hubert, M.
8
1999
Displaying a clustering with CLUSPLOT. Zbl 1042.62565
Pison, Greet; Struyf, Anja; Rousseeuw, Peter J.
1
1999
Constructing the bivariate Tukey median. Zbl 0905.62029
Rousseeuw, Peter J.; Ruts, Ida
25
1998
The catline for deep regression. Zbl 1130.62344
Hubert, Mia; Rousseeuw, Peter J.
8
1998
Robust regression with both continuous and binary regressors. Zbl 0900.62174
Hubert, Mia; Rousseeuw, Peter J.
16
1997
Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328
Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J.
11
1997
Recent developments in PROGRESS. Zbl 0911.62058
Rousseeuw, Peter J.; Hubert, Mia
9
1997
Introduction to positive-breakdown methods. Zbl 0906.62029
Rousseeuw, P. J.
7
1997
Bivariate location depth. Zbl 0905.62002
Rousseeuw, Peter J.; Ruts, Ida
55
1996
Computing depth contours of bivariate point clouds. Zbl 0900.62337
Ruts, Ida; Rousseeuw, Peter J.
40
1996
Fuzzy clustering using scatter matrices. Zbl 0900.62321
Rousseeuw, P. J.; Kaufman, L.; Trauwaert, E.
15
1996
Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167
Rousseeuw, Peter J.; Hubert, Mia
9
1996
Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027
Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie
6
1996
Robust regression with a categorical covariable. Zbl 0839.62032
Hubert, Mia; Rousseeuw, Peter J.
3
1996
Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
1
1996
Fuzzy clustering with high contrast. Zbl 0847.62052
Rousseeuw, P. J.; Trauwaert, E.; Kaufman, L.
9
1995
The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023
Genton, Marc G.; Rousseeuw, Peter J.
3
1995
Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075
Rousseeuw, P. J.; Croux, C.; Hössjer, O.
2
1995
The repeated median intercept estimator: Influence function and asymptotic normality. Zbl 0852.62062
Hössjer, Ola; Rousseeuw, Peter J.; Ruts, Ida
2
1995
Generalized S-estimators. Zbl 0812.62073
Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola
33
1994
The bias of \(k\)-step M-estimators. Zbl 0801.62036
Rousseeuw, Peter J.; Croux, Christophe
13
1994
Unconventional features of positive-breakdown estimators. Zbl 0791.62036
Rousseeuw, Peter J.
10
1994
Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012
Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J.
9
1994
Robust regression with a distributed intercept using least median of squares. Zbl 0937.62526
Rousseeuw, Peter J.; Wagner, Joachim
6
1994
Asymptotics of the repeated median slope estimator. Zbl 0817.62018
Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe
3
1994
Robust state estimation of electric power systems. Zbl 0799.62106
Mili, Lamine; Cheniae, Michael G.; Rousseeuw, Peter J.
1
1994
Alternatives to the median absolute deviation. Zbl 0792.62025
Rousseeuw, Peter J.; Croux, Christophe
173
1993
Transformation of non positive semidefinite correlation matrices. Zbl 0800.62345
Rousseeuw, Peter J.; Molenberghs, Geert
33
1993
A resampling design for computing high-breakdown regression. Zbl 0800.62190
Rousseeuw, Peter J.
7
1993
New statistical and computational results on the repeated median line. Zbl 0819.62060
Rousseeuw, Peter J.; Netanyahu, Nathan S.; Mount, David M.
1
1993
A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035
Croux, Christophe; Rousseeuw, Peter J.
17
1992
Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Zbl 0733.62058
Lopuhaä, Hendrik P.; Rousseeuw, Peter J.
118
1991
Fuzzy clustering algorithms based on the maximum likelihood principle. Zbl 0741.62065
Trauwaert, E.; Kaufman, L.; Rousseeuw, P.
22
1991
Robustness of the \(p\)-subset algorithm for regression with high breakdown point. Zbl 0738.62071
Rousseeuw, Peter J.; Bassett, Gilbert W. jun.
8
1991
Finding groups in data. An introduction to cluster analysis. Zbl 1345.62009
Kaufman, Leonhard; Rousseeuw, Peter J.
513
1990
The remedian: A robust averaging method for large data sets. Zbl 0702.62030
Rousseeuw, Peter J.; Bassett, Gilbert W. jun.
11
1990
Robust estimation theory for bad data diagnostics in electric power systems. Zbl 0753.93020
Mili, L.; Phaniraj, V.; Rousseeuw, P. J.
5
1990
Robust statistics. The approach based on influence functions. (Robastnost’v statistike. Podkhod na osnove funktsij vliyaniya). Transl. from the English by V. I. Khokhlov, M. V. Khatuntseva, I. A. Makhova and A. A. Bryandinskaya. Transl. ed. and with a preface by V. M. Zolotarev. Zbl 0733.62038
Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A.
6
1989
A robust scale estimator based on the shortest half. Zbl 0652.62032
Rousseeuw, P. J.; Leroy, A. M.
16
1988
Robust regression and outlier detection. Zbl 0711.62030
Rousseeuw, Peter J.; Leroy, Annick M.
706
1987
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Zbl 0636.62059
Rousseeuw, Peter J.
269
1987
Robust statistics. The approach based on influence functions. Zbl 0593.62027
Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A.
940
1986
A new algorithm for resistant regression. Zbl 0616.62044
Leroy, A.; Rousseeuw, P.
1
1986
Multivariate estimation with high breakdown point. Zbl 0609.62054
Rousseeuw, Peter
135
1985
Change-of-variance sensitivities in regression analysis. Zbl 0539.62042
Ronchetti, Elvezio; Rousseeuw, Peter J.
7
1985
Least median of squares regression. Zbl 0547.62046
Rousseeuw, Peter J.
527
1984
Robust regression by means of S-estimators. Zbl 0567.62027
Rousseeuw, P.; Yohai, V.
172
1984
A portable Fortran program for the least median of squares regression line. Zbl 0551.62049
Leroy, A.; Rousseeuw, P.
10
1984
Applying robust regression to insurance. Zbl 0523.62082
Rousseeuw, P.; Daniels, B.; Leroy, A.
6
1984
Optimal search paths for random variables. Zbl 0517.90039
Rousseeuw, Peter J.
8
1983
Location M-estimators are characterized by the infinitesimal behaviour of their asymptotic variance. Zbl 0532.62020
Rousseeuw, Peter
1
1983
Most robust M-estimators in the infinitesimal sense. Zbl 0491.62031
Rousseeuw, Peter J.
7
1982
A new infinitesimal approach to robust estimation. Zbl 0443.62025
Rousseeuw, Peter J.
20
1981
The change-of-variance curve and optimal redescending M-estimators. Zbl 0476.62040
Hampel, Frank R.; Rousseeuw, Peter J.; Ronchetti, Elvezio
16
1981
Influence curves of general statistics. Zbl 0472.62046
Rousseeuw, Peter J.; Ronchetti, Elvezio
14
1981
all top 5

Cited by 4,681 Authors

51 Rousseeuw, Peter J.
45 Croux, Christophe
36 Van Aelst, Stefan
36 Yohai, Víctor Jaime
35 Zuo, Yijun
31 Riani, Marco
30 Hubert, Mia
28 Filzmoser, Peter
27 Zamar, Ruben H.
26 Müller, Christine H.
24 Arslan, Olcay
23 Basu, Ayanendranath
22 Wilcox, Rand R.
20 García-Escudero, Luis Angel
20 Ronchetti, Elvezio M.
19 Salibian-Barrera, Matias
18 Atkinson, Anthony C.
18 Cerioli, Andrea
18 Ghosh, Abhik
17 Boente, Graciela
17 Fried, Roland
17 Genton, Marc G.
16 Oja, Hannu
16 Serfling, Robert J.
16 Verdonck, Tim
15 Mayo-Iscar, Agustin
15 Yang, Miin-Shen
14 D’Urso, Pierpaolo
14 Víšek, Jan Ámos
13 Christmann, Andreas
13 Gather, Ursula
13 Gordaliza, Alfonso
12 Farcomeni, Alessio
12 Hadi, Ali Saad
12 Liu, Xiaohui
12 Maronna, Ricardo Antonio
12 Paindaveine, Davy
12 Pardo, Leandro
12 Tyler, David E.
11 Hennig, Christian
11 Midi, Habshah BT.
11 Peña, Daniel
11 Roozbeh, Mahdi
10 Čížek, Pavel
10 Cuesta-Albertos, Juan Antonio
10 Hawkins, Douglas M.
10 He, Xuming
10 Kalina, Jan
10 Matrán, Carlos
10 Shevlyakov, Georgy L.
9 Agostinelli, Claudio
9 Berrendero, Jose Ramon
9 Bianco, Ana M.
9 Davies, Patrick Laurie
9 Dehon, Catherine
9 Haesbroeck, Gentiane
9 Imon, A. H. M. Rahmatullah
9 Nagy, Stanislav
9 Pitselis, Georgios
9 Struyf, Anja
9 Ventura, Laura
9 Victoria-Feser, Maria-Pia
9 Yao, Weixin
8 Beliakov, Gleb
8 Billor, Nedret
8 Cantoni, Eva
8 Chaudhuri, Probal
8 Epifanio, Irene
8 Hettmansperger, Thomas P.
8 Lucas, André
8 Mount, David M.
8 Mozharovskyi, Pavlo
8 Netanyahu, Nathan S.
8 Reisen, Valdério Anselmo
7 Adrover, Jorge G.
7 Aravkin, Aleksandr Y.
7 Bühlmann, Peter
7 Campello, Ricardo José Gabrielli Barreto
7 Cheng, Tsung-Chi
7 Corbellini, Aldo
7 Dupuis, Debbie J.
7 Fujisawa, Hironori
7 Gijbels, Irène
7 Güney, Yeşim
7 Mandal, Abhijit
7 Markatou, Marianthi
7 Martín, Nirian
7 Pires, Ana M.
7 Schettlinger, Karen
7 Šiman, Miroslav
7 Suykens, Johan A. K.
7 Taskinen, Sara
7 Van Bever, Germain
7 Willems, Gert
7 Zhou, Julie
6 Arcones, Miguel A.
6 Becker, Claudia
6 Cui, Hengjian
6 Dang, Xin
6 Debruyne, Michiel
...and 4,581 more Authors
all top 5

Cited in 366 Serials

316 Computational Statistics and Data Analysis
133 Journal of Multivariate Analysis
127 Journal of Statistical Planning and Inference
110 Communications in Statistics. Simulation and Computation
102 Communications in Statistics. Theory and Methods
90 Statistics & Probability Letters
82 The Annals of Statistics
77 Journal of Applied Statistics
73 Journal of Statistical Computation and Simulation
56 Pattern Recognition
56 Advances in Data Analysis and Classification. ADAC
53 Computational Statistics
49 Statistical Papers
46 Journal of Classification
42 Statistics and Computing
38 The Canadian Journal of Statistics
37 Information Sciences
36 Statistical Methods and Applications
36 Electronic Journal of Statistics
33 European Journal of Operational Research
32 Journal of Econometrics
31 Test
30 Statistics
29 Annals of the Institute of Statistical Mathematics
27 Bernoulli
26 Insurance Mathematics & Economics
25 Biometrics
25 Statistical Science
24 Journal of Computational and Graphical Statistics
23 The Annals of Applied Statistics
22 Kybernetika
22 Machine Learning
21 Fuzzy Sets and Systems
21 Journal of the American Statistical Association
21 International Journal of Approximate Reasoning
21 Annals of Operations Research
21 Journal of Nonparametric Statistics
18 Metrika
18 Psychometrika
15 Scandinavian Journal of Statistics
15 Journal of Computational and Applied Mathematics
14 Computers & Operations Research
14 Mathematical Problems in Engineering
14 Data Mining and Knowledge Discovery
13 Journal of Time Series Analysis
13 Journal of Mathematical Imaging and Vision
13 Journal of Statistical Theory and Practice
11 The American Statistician
11 Statistical Analysis and Data Mining
10 Biometrical Journal
10 International Statistical Review
10 Metron
10 Econometric Reviews
10 Journal of Mathematical Sciences (New York)
10 International Journal of Computer Vision
10 Statistical Methodology
10 Mathematical Geosciences
9 AStA. Advances in Statistical Analysis
8 Applied Mathematics and Computation
8 Automatica
8 Economics Letters
8 Computational Geometry
8 Applied Mathematical Modelling
8 Automation and Remote Control
8 Mathematical Programming. Series A. Series B
8 Australian & New Zealand Journal of Statistics
8 Journal of the Royal Statistical Society. Series B. Statistical Methodology
8 Journal of Machine Learning Research (JMLR)
8 Hacettepe Journal of Mathematics and Statistics
7 Discrete Applied Mathematics
7 Discrete & Computational Geometry
7 Mathematical and Computer Modelling
7 Journal of Global Optimization
7 Statistica Sinica
7 Statistical Modelling
7 Journal of the Korean Statistical Society
7 Sankhyā. Series B
6 Physica A
6 International Journal of Computational Geometry & Applications
6 Computational Optimization and Applications
6 Applied and Computational Harmonic Analysis
6 Annals of Mathematics and Artificial Intelligence
6 The Econometrics Journal
6 Computational Geosciences
6 Quantitative Finance
6 North American Actuarial Journal
6 Journal of Probability and Statistics
5 Artificial Intelligence
5 Journal of Computational Physics
5 Mathematical Biosciences
5 Theoretical Computer Science
5 Acta Mathematicae Applicatae Sinica. English Series
5 Sequential Analysis
5 Neural Networks
5 Cybernetics and Systems Analysis
5 Mathematical Methods of Statistics
5 Soft Computing
5 Extremes
5 International Journal of Applied Mathematics and Computer Science
5 Methodology and Computing in Applied Probability
...and 266 more Serials
all top 5

Cited in 43 Fields

2,643 Statistics (62-XX)
405 Computer science (68-XX)
340 Numerical analysis (65-XX)
233 Operations research, mathematical programming (90-XX)
156 Probability theory and stochastic processes (60-XX)
153 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
96 Biology and other natural sciences (92-XX)
51 Information and communication theory, circuits (94-XX)
43 Systems theory; control (93-XX)
39 Geophysics (86-XX)
21 Convex and discrete geometry (52-XX)
20 Combinatorics (05-XX)
17 Linear and multilinear algebra; matrix theory (15-XX)
12 Calculus of variations and optimal control; optimization (49-XX)
11 Mathematical logic and foundations (03-XX)
10 Dynamical systems and ergodic theory (37-XX)
9 Partial differential equations (35-XX)
8 General and overarching topics; collections (00-XX)
8 History and biography (01-XX)
8 Fluid mechanics (76-XX)
7 Functional analysis (46-XX)
6 Real functions (26-XX)
6 Measure and integration (28-XX)
6 Harmonic analysis on Euclidean spaces (42-XX)
5 Approximations and expansions (41-XX)
5 Mechanics of deformable solids (74-XX)
5 Statistical mechanics, structure of matter (82-XX)
4 General topology (54-XX)
4 Astronomy and astrophysics (85-XX)
3 Ordinary differential equations (34-XX)
3 Differential geometry (53-XX)
3 Manifolds and cell complexes (57-XX)
3 Global analysis, analysis on manifolds (58-XX)
2 Operator theory (47-XX)
2 Algebraic topology (55-XX)
2 Mechanics of particles and systems (70-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Number theory (11-XX)
1 Category theory; homological algebra (18-XX)
1 Geometry (51-XX)
1 Optics, electromagnetic theory (78-XX)
1 Quantum theory (81-XX)
1 Mathematics education (97-XX)

Citations by Year