Edit Profile (opens in new tab) Rousseeuw, Peter J. Co-Author Distance Author ID: rousseeuw.peter-j Published as: Rousseeuw, Peter J.; Rousseeuw, P. J.; Rousseeuw, Peter; Rousseeuw, P. more...less Documents Indexed: 106 Publications since 1981, including 4 Books 2 Contributions as Editor · 1 Further Contribution Co-Authors: 65 Co-Authors with 96 Joint Publications 1,794 Co-Co-Authors all top 5 Co-Authors 13 single-authored 22 Hubert, Mia 12 Croux, Christophe 10 Struyf, Anja 10 Van Aelst, Stefan 6 Hössjer, Ola G. 6 Kaufman, Leonhard 6 Leroy, Annick M. 6 Pison, Greet 5 Raymaekers, Jakob 5 Ronchetti, Elvezio M. 5 Ruts, Ida 4 Hampel, Frank R. 4 Trauwaert, E. 4 Verdonck, Tim 3 Filzmoser, Peter 3 Segaert, Pieter 3 Van Driessen, Katrien 3 Verboven, Sabine 3 Willems, Gert 2 Bassett, Gilbert W. jun. 2 Christmann, Andreas 2 Daniels, B. 2 Gather, Ursula 2 Genton, Marc G. 2 Mili, Lamine 2 Stahel, Werner A. 2 Vranckx, Iwein 1 Afreixo, Vera 1 Aucremanne, L. 1 Boudt, Kris 1 Brito, Paula 1 Brys, Guy 1 Cerioli, Andrea 1 Cheniae, Michael G. 1 Davies, Patrick Laurie 1 Dehon, Catherine 1 Dutter, Rudolf 1 He, Xuming 1 Hopke, Philip K. 1 Lopuhaä, Hendrik P. 1 Lucas, André 1 Miller, Kim 1 Mitchell, Joseph S. B. 1 Molenberghs, Geert 1 Mount, David M. 1 Netanyahu, Nathan S. 1 Oja, Hannu 1 Orhan, Mehmet 1 Phaniraj, V. 1 Ramaswami, Suneeta 1 Riani, Marco 1 Schreurs, Joachim 1 Sellarès, Toni 1 Sharir, Micha 1 Snoeyink, Jack Scott 1 Souvaine, Diane L. 1 Speckmann, Bettina 1 Streinu, Ileana 1 Suykens, Johan A. K. 1 Tavares, Ana Helena 1 Tyler, David E. 1 Vakili, Kaveh 1 van Bael, Annemie 1 Van den Bossche, Wannes 1 van Kreveld, Marc J. 1 Vanduffel, Steven 1 Vanpaemel, Dina 1 Wagner, Joachim 1 Yohai, Víctor Jaime 1 Zaman, Asad 1 Zolotarëv, Vladimir Mikhaĭlovich all top 5 Serials 12 Computational Statistics and Data Analysis 8 Journal of Multivariate Analysis 6 Journal of the American Statistical Association 5 Journal of Computational and Applied Mathematics 4 Statistics & Probability Letters 3 The Annals of Statistics 3 Journal of Statistical Planning and Inference 3 Revue Belge de Statistique, d’Informatique et de Recherche Opérationnelle 3 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 3 Statistical Methods and Applications 3 Advances in Data Analysis and Classification. ADAC 2 Metrika 2 Belgian Journal of Operations Research, Statistics and Computer Science (JORBEL) 2 Discrete & Computational Geometry 2 Communications in Statistics. Theory and Methods 2 Statistica Sinica 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 2 Wiley Series in Probability and Mathematical Statistics 1 Fuzzy Sets and Systems 1 Statistica Neerlandica 1 Bulletin de la Société Matheḿatique de Belgique. Série B 1 Journal of the Royal Statistical Society. Series C 1 Insurance Mathematics & Economics 1 Statistical Science 1 Computational Statistics Quarterly 1 Estadística 1 Economics Letters 1 Computational Statistics 1 IEEE Transactions on Circuits and Systems. I: Fundamental Theory and Applications 1 Test 1 Statistical Papers 1 Wiley Series in Probability and Statistics 1 Journal de la Société Française de Statistique all top 5 Fields 106 Statistics (62-XX) 21 Numerical analysis (65-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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. 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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