Edit Profile (opens in new tab) Rousseeuw, Peter J. Compute Distance To: Compute 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 1,733 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 88 Publications have been cited 4,186 times in 2,814 Documents Cited by ▼ Year ▼ Robust statistics. The approach based on influence functions. Zbl 0593.62027Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A. 835 1986 Robust regression and outlier detection. Zbl 0711.62030Rousseeuw, Peter J.; Leroy, Annick M. 636 1987 Least median of squares regression. Zbl 0547.62046Rousseeuw, Peter J. 493 1984 Finding groups in data. An introduction to cluster analysis. Zbl 1345.62009Kaufman, Leonhard; Rousseeuw, Peter J. 462 1990 Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Zbl 0636.62059Rousseeuw, Peter J. 221 1987 Alternatives to the median absolute deviation. Zbl 0792.62025Rousseeuw, Peter J.; Croux, Christophe 157 1993 Robust regression by means of S-estimators. Zbl 0567.62027Rousseeuw, P.; Yohai, V. 128 1984 Regression depth. Zbl 1007.62060Rousseeuw, Peter J.; Hubert, Mia 113 1999 Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Zbl 0733.62058Lopuhaä, Hendrik P.; Rousseeuw, Peter J. 109 1991 Multivariate estimation with high breakdown point. Zbl 0609.62054Rousseeuw, Peter 92 1985 High-breakdown robust multivariate methods. Zbl 1327.62328Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan 63 2008 Bivariate location depth. Zbl 0905.62002Rousseeuw, Peter J.; Ruts, Ida 55 1996 The depth function of a population distribution. Zbl 1093.62540Rousseeuw, Peter J.; Ruts, Ida 48 1999 Robust factor analysis. Zbl 1038.62055Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 43 2003 Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041Davies, P. Laurie; Gather, Ursula 42 2005 Computing depth contours of bivariate point clouds. Zbl 0900.62337Ruts, Ida; Rousseeuw, Peter J. 39 1996 Multivariate functional outlier detection. Zbl 1441.62124Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter 37 2015 Generalized S-estimators. Zbl 0812.62073Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 Transformation of non positive semidefinite correlation matrices. Zbl 0800.62345Rousseeuw, Peter J.; Molenberghs, Geert 32 1993 Constructing the bivariate Tukey median. Zbl 0905.62029Rousseeuw, Peter J.; Ruts, Ida 24 1998 Measuring overlap in binary regression. Zbl 1051.62065Christmann, A.; Rousseeuw, P. J. 24 2001 Fuzzy clustering algorithms based on the maximum likelihood principle. Zbl 0741.62065Trauwaert, E.; Kaufman, L.; Rousseeuw, P. 22 1991 Halfspace depth and regression depth characterize the empirical distribution. Zbl 1070.62509Struyf, Anja; Rousseeuw, Peter J. 22 1999 Computing LTS regression for large data sets. Zbl 1034.62058Rousseeuw, Peter J.; Van Driessen, Katrien 20 2002 A new infinitesimal approach to robust estimation. Zbl 0443.62025Rousseeuw, Peter J. 20 1981 Robustness against separation and outliers in logistic regression. Zbl 1429.62325Rousseeuw, Peter J.; Christmann, Andreas 19 2003 Robustness of deepest regression. Zbl 0955.62029Van Aelst, Stefan; Rousseeuw, Peter J. 18 2000 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035Croux, Christophe; Rousseeuw, Peter J. 18 1992 The deepest regression method. Zbl 1010.62062Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja 18 2002 Robust regression with both continuous and binary regressors. Zbl 0900.62174Hubert, Mia; Rousseeuw, Peter J. 16 1997 Fuzzy clustering using scatter matrices. Zbl 0900.62321Rousseeuw, P. J.; Kaufman, L.; Trauwaert, E. 15 1996 Econometric applications of high-breakdown robust regression techniques. Zbl 0984.91065Zaman, Asad; Rousseeuw, Peter J.; Orhan, Mehmet 15 2001 Influence curves of general statistics. Zbl 0472.62046Rousseeuw, Peter J.; Ronchetti, Elvezio 14 1981 A robust scale estimator based on the shortest half. Zbl 0652.62032Rousseeuw, P. J.; Leroy, A. M. 14 1988 The change-of-variance curve and optimal redescending M-estimators. Zbl 0476.62040Hampel, Frank R.; Rousseeuw, Peter J.; Ronchetti, Elvezio 13 1981 The bias of \(k\)-step M-estimators. Zbl 0801.62036Rousseeuw, Peter J.; Croux, Christophe 13 1994 High-dimensional computation of the deepest location. Zbl 1046.62055Struyf, A.; Rousseeuw, P. J. 12 2000 Robust PCA for skewed data and its outlier map. Zbl 1453.62116Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim 12 2009 Characterizing angular symmetry and regression symmetry. Zbl 1040.62041Rousseeuw, Peter J.; Struyf, Anja 11 2004 The remedian: A robust averaging method for large data sets. Zbl 0702.62030Rousseeuw, Peter J.; Bassett, Gilbert W. jun. 11 1990 Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J. 10 1997 Unconventional features of positive-breakdown estimators. Zbl 0791.62036Rousseeuw, Peter J. 10 1994 A portable Fortran program for the least median of squares regression line. Zbl 0551.62049Leroy, A.; Rousseeuw, P. 10 1984 Recent developments in PROGRESS. Zbl 0911.62058Rousseeuw, Peter J.; Hubert, Mia 9 1997 Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167Rousseeuw, Peter J.; Hubert, Mia 9 1996 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 Fuzzy clustering with high contrast. Zbl 0847.62052Rousseeuw, P. J.; Trauwaert, E.; Kaufman, L. 9 1995 The catline for deep regression. Zbl 1130.62344Hubert, Mia; Rousseeuw, Peter J. 8 1998 Robustness of the \(p\)-subset algorithm for regression with high breakdown point. Zbl 0738.62071Rousseeuw, Peter J.; Bassett, Gilbert W. jun. 8 1991 A robust Hotelling test. Zbl 1320.62062Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S. 8 2002 Optimal search paths for random variables. Zbl 0517.90039Rousseeuw, Peter J. 8 1983 Introduction to positive-breakdown methods. Zbl 0906.62029Rousseeuw, P. J. 7 1997 A resampling design for computing high-breakdown regression. Zbl 0800.62190Rousseeuw, Peter J. 7 1993 Depth in an arrangement of hyperplanes. Zbl 0944.52009Rousseeuw, P. J.; Hubert, M. 7 1999 Change-of-variance sensitivities in regression analysis. Zbl 0539.62042Ronchetti, Elvezio; Rousseeuw, Peter J. 7 1985 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 7 2020 Multivariate and functional classification using depth and distance. Zbl 1414.62247Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter 7 2017 Robust regression with a distributed intercept using least median of squares. Zbl 0937.62526Rousseeuw, Peter J.; Wagner, Joachim 6 1994 The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim 6 2015 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116Hubert, M.; Rousseeuw, P.; Vakili, K. 6 2014 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 0733.62038Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A. 6 1989 Most robust M-estimators in the infinitesimal sense. Zbl 0491.62031Rousseeuw, Peter J. 6 1982 Applying robust regression to insurance. Zbl 0523.62082Rousseeuw, P.; Daniels, B.; Leroy, A. 6 1984 Fast implementation of depth contours using topological sweep. Zbl 0988.65005Miller, Kim; Ramaswami, Suneeta; Rousseeuw, Peter; Sellarès, Toni; Souvaine, Diane; Streinu, Ileana; Struyf, Anja 6 2001 Robust estimation theory for bad data diagnostics in electric power systems. Zbl 0753.93020Mili, L.; Phaniraj, V.; Rousseeuw, P. J. 5 1990 Robust estimation in very small samples. Zbl 1103.62330Rousseeuw, Peter J.; Verboven, Sabine 5 2002 Efficient algorithms for maximum regression depth. Zbl 1161.62043van Kreveld, Marc; Mitchell, Joseph S. B.; Rousseeuw, Peter; Sharir, Micha; Snoeyink, Jack; Speckmann, Bettina 5 2008 A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A. 4 2004 The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023Genton, Marc G.; Rousseeuw, Peter J. 3 1995 Asymptotics of the repeated median slope estimator. Zbl 0817.62018Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Robust regression with a categorical covariable. Zbl 0839.62032Hubert, Mia; Rousseeuw, Peter J. 3 1996 A generalized spatial sign covariance matrix. Zbl 1460.62083Raymaekers, Jakob; Rousseeuw, Peter 3 2019 A robust method for multivariate regression. Zbl 1026.62029Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J. 2 2000 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 The repeated median intercept estimator: Influence function and asymptotic normality. Zbl 0852.62062Hössjer, Ola; Rousseeuw, Peter J.; Ruts, Ida 2 1995 Robust estimation of the conditional median function at elliptical models. Zbl 0972.62033Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan 2 2001 Developments in robust statistics. International conference, ICORS 2001, Vorau, Austria, July 23–27, 2001. Zbl 0995.00014 2 2003 A new algorithm for resistant regression. Zbl 0616.62044Leroy, A.; Rousseeuw, P. 1 1986 Robust state estimation of electric power systems. Zbl 0799.62106Mili, Lamine; Cheniae, Michael G.; Rousseeuw, Peter J. 1 1994 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 New statistical and computational results on the repeated median line. Zbl 0819.62060Rousseeuw, Peter J.; Netanyahu, Nathan S.; Mount, David M. 1 1993 Robust PCA for high-dimensional data. Zbl 1135.62344Hubert, M.; Rousseeuw, P. J.; Verboven, S. 1 2003 Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter 1 2015 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62116Rousseeuw, Peter J.; Van den Bossche, Wannes 1 2015 Displaying a clustering with CLUSPLOT. Zbl 1042.62565Pison, Greet; Struyf, Anja; Rousseeuw, Peter J. 1 1999 Location M-estimators are characterized by the infinitesimal behaviour of their asymptotic variance. Zbl 0532.62020Rousseeuw, Peter 1 1983 A measure of directional outlyingness with applications to image data and video. Zbl 07498952Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia 1 2018 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 7 2020 A generalized spatial sign covariance matrix. Zbl 1460.62083Raymaekers, Jakob; Rousseeuw, Peter 3 2019 A measure of directional outlyingness with applications to image data and video. Zbl 07498952Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia 1 2018 Multivariate and functional classification using depth and distance. Zbl 1414.62247Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter 7 2017 Multivariate functional outlier detection. Zbl 1441.62124Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter 37 2015 The DetS and DetMM estimators for multivariate location and scatter. Zbl 06984096Hubert, Mia; Rousseeuw, Peter; Vanpaemel, Dina; Verdonck, Tim 6 2015 Rejoinder to ‘Multivariate functional outlier detection’. Zbl 1441.62125Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter 1 2015 Comments on: “Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination”. Zbl 1326.62116Rousseeuw, Peter J.; Van den Bossche, Wannes 1 2015 Shape bias of robust covariance estimators: an empirical study. Zbl 1283.62116Hubert, M.; Rousseeuw, P.; Vakili, K. 6 2014 Robust PCA for skewed data and its outlier map. Zbl 1453.62116Hubert, Mia; Rousseeuw, Peter; Verdonck, Tim 12 2009 High-breakdown robust multivariate methods. Zbl 1327.62328Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan 63 2008 Efficient algorithms for maximum regression depth. Zbl 1161.62043van Kreveld, Marc; Mitchell, Joseph S. B.; Rousseeuw, Peter; Sharir, Micha; Snoeyink, Jack; Speckmann, Bettina 5 2008 Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041Davies, P. Laurie; Gather, Ursula 42 2005 Characterizing angular symmetry and regression symmetry. Zbl 1040.62041Rousseeuw, Peter J.; Struyf, Anja 11 2004 A study of Belgian inflation, relative prices and nominal rigidities using new robust measures of skewness and tail weight. Zbl 1088.62135Aucremanne, L.; Brys, G.; Hubert, M.; Rousseeuw, P. J.; Struyf, A. 4 2004 Robust factor analysis. Zbl 1038.62055Pison, Greet; Rousseeuw, Peter J.; Filzmoser, Peter; Croux, Christophe 43 2003 Robustness against separation and outliers in logistic regression. Zbl 1429.62325Rousseeuw, Peter J.; Christmann, Andreas 19 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 1135.62344Hubert, M.; Rousseeuw, P. J.; Verboven, S. 1 2003 Computing LTS regression for large data sets. Zbl 1034.62058Rousseeuw, Peter J.; Van Driessen, Katrien 20 2002 The deepest regression method. Zbl 1010.62062Van Aelst, Stefan; Rousseeuw, Peter J.; Hubert, Mia; Struyf, Anja 18 2002 A robust Hotelling test. Zbl 1320.62062Willems, G.; Pison, G.; Rousseeuw, P. J.; Van Aelst, S. 8 2002 Robust estimation in very small samples. Zbl 1103.62330Rousseeuw, Peter J.; Verboven, Sabine 5 2002 Measuring overlap in binary regression. Zbl 1051.62065Christmann, A.; Rousseeuw, P. J. 24 2001 Econometric applications of high-breakdown robust regression techniques. Zbl 0984.91065Zaman, Asad; Rousseeuw, Peter J.; Orhan, Mehmet 15 2001 Fast implementation of depth contours using topological sweep. Zbl 0988.65005Miller, 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 0972.62033Croux, Christophe; Dehon, Catherine; Rousseeuw, Peter J.; Van Aelst, Stefan 2 2001 Robustness of deepest regression. Zbl 0955.62029Van Aelst, Stefan; Rousseeuw, Peter J. 18 2000 High-dimensional computation of the deepest location. Zbl 1046.62055Struyf, A.; Rousseeuw, P. J. 12 2000 A robust method for multivariate regression. Zbl 1026.62029Van Aelst, Stefan; Van Driessen, Katrien; Rousseeuw, Peter J. 2 2000 Regression depth. Zbl 1007.62060Rousseeuw, Peter J.; Hubert, Mia 113 1999 The depth function of a population distribution. Zbl 1093.62540Rousseeuw, Peter J.; Ruts, Ida 48 1999 Halfspace depth and regression depth characterize the empirical distribution. Zbl 1070.62509Struyf, Anja; Rousseeuw, Peter J. 22 1999 Depth in an arrangement of hyperplanes. Zbl 0944.52009Rousseeuw, P. J.; Hubert, M. 7 1999 Displaying a clustering with CLUSPLOT. Zbl 1042.62565Pison, Greet; Struyf, Anja; Rousseeuw, Peter J. 1 1999 Constructing the bivariate Tukey median. Zbl 0905.62029Rousseeuw, Peter J.; Ruts, Ida 24 1998 The catline for deep regression. Zbl 1130.62344Hubert, Mia; Rousseeuw, Peter J. 8 1998 Robust regression with both continuous and binary regressors. Zbl 0900.62174Hubert, Mia; Rousseeuw, Peter J. 16 1997 Integrating robust clustering techniques in S-PLUS. Zbl 0900.62328Struyf, Anja; Hubert, Mia; Rousseeuw, Peter J. 10 1997 Recent developments in PROGRESS. Zbl 0911.62058Rousseeuw, Peter J.; Hubert, Mia 9 1997 Introduction to positive-breakdown methods. Zbl 0906.62029Rousseeuw, P. J. 7 1997 Bivariate location depth. Zbl 0905.62002Rousseeuw, Peter J.; Ruts, Ida 55 1996 Computing depth contours of bivariate point clouds. Zbl 0900.62337Ruts, Ida; Rousseeuw, Peter J. 39 1996 Fuzzy clustering using scatter matrices. Zbl 0900.62321Rousseeuw, P. J.; Kaufman, L.; Trauwaert, E. 15 1996 Regression-free and robust estimation of scale for bivariate data. Zbl 0900.62167Rousseeuw, Peter J.; Hubert, Mia 9 1996 Positive-breakdown regression by minimizing nested scale estimators. Zbl 0854.62027Croux, Christophe; Rousseeuw, Peter J.; van Bael, Annemie 6 1996 Robust regression with a categorical covariable. Zbl 0839.62032Hubert, Mia; Rousseeuw, Peter J. 3 1996 Asymptotics of an estimator of a robust spread functional. Zbl 0845.62027Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 1 1996 Fuzzy clustering with high contrast. Zbl 0847.62052Rousseeuw, P. J.; Trauwaert, E.; Kaufman, L. 9 1995 The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023Genton, Marc G.; Rousseeuw, Peter J. 3 1995 Sensivity functions and numerical analysis of the repeated median slope. Zbl 0936.62075Rousseeuw, P. J.; Croux, C.; Hössjer, O. 2 1995 The repeated median intercept estimator: Influence function and asymptotic normality. Zbl 0852.62062Hössjer, Ola; Rousseeuw, Peter J.; Ruts, Ida 2 1995 Generalized S-estimators. Zbl 0812.62073Croux, Christophe; Rousseeuw, Peter J.; Hössjer, Ola 33 1994 The bias of \(k\)-step M-estimators. Zbl 0801.62036Rousseeuw, Peter J.; Croux, Christophe 13 1994 Unconventional features of positive-breakdown estimators. Zbl 0791.62036Rousseeuw, Peter J. 10 1994 Asymptotics of generalized \(S\)-estimators. Zbl 0815.62012Hössjer, Ola; Croux, Christophe; Rousseeuw, Peter J. 9 1994 Robust regression with a distributed intercept using least median of squares. Zbl 0937.62526Rousseeuw, Peter J.; Wagner, Joachim 6 1994 Asymptotics of the repeated median slope estimator. Zbl 0817.62018Hössjer, Ola; Rousseeuw, Peter J.; Croux, Christophe 3 1994 Robust state estimation of electric power systems. Zbl 0799.62106Mili, Lamine; Cheniae, Michael G.; Rousseeuw, Peter J. 1 1994 Alternatives to the median absolute deviation. Zbl 0792.62025Rousseeuw, Peter J.; Croux, Christophe 157 1993 Transformation of non positive semidefinite correlation matrices. Zbl 0800.62345Rousseeuw, Peter J.; Molenberghs, Geert 32 1993 A resampling design for computing high-breakdown regression. Zbl 0800.62190Rousseeuw, Peter J. 7 1993 New statistical and computational results on the repeated median line. Zbl 0819.62060Rousseeuw, Peter J.; Netanyahu, Nathan S.; Mount, David M. 1 1993 A class of high-breakdown scale estimators based on subranges. Zbl 0774.62035Croux, Christophe; Rousseeuw, Peter J. 18 1992 Breakdown points of affine equivariant estimators of multivariate location and covariance matrices. Zbl 0733.62058Lopuhaä, Hendrik P.; Rousseeuw, Peter J. 109 1991 Fuzzy clustering algorithms based on the maximum likelihood principle. Zbl 0741.62065Trauwaert, E.; Kaufman, L.; Rousseeuw, P. 22 1991 Robustness of the \(p\)-subset algorithm for regression with high breakdown point. Zbl 0738.62071Rousseeuw, Peter J.; Bassett, Gilbert W. jun. 8 1991 Finding groups in data. An introduction to cluster analysis. Zbl 1345.62009Kaufman, Leonhard; Rousseeuw, Peter J. 462 1990 The remedian: A robust averaging method for large data sets. Zbl 0702.62030Rousseeuw, Peter J.; Bassett, Gilbert W. jun. 11 1990 Robust estimation theory for bad data diagnostics in electric power systems. Zbl 0753.93020Mili, 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 0733.62038Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A. 6 1989 A robust scale estimator based on the shortest half. Zbl 0652.62032Rousseeuw, P. J.; Leroy, A. M. 14 1988 Robust regression and outlier detection. Zbl 0711.62030Rousseeuw, Peter J.; Leroy, Annick M. 636 1987 Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Zbl 0636.62059Rousseeuw, Peter J. 221 1987 Robust statistics. The approach based on influence functions. Zbl 0593.62027Hampel, Frank R.; Ronchetti, Elvezio M.; Rousseeuw, Peter J.; Stahel, Werner A. 835 1986 A new algorithm for resistant regression. Zbl 0616.62044Leroy, A.; Rousseeuw, P. 1 1986 Multivariate estimation with high breakdown point. Zbl 0609.62054Rousseeuw, Peter 92 1985 Change-of-variance sensitivities in regression analysis. Zbl 0539.62042Ronchetti, Elvezio; Rousseeuw, Peter J. 7 1985 Least median of squares regression. Zbl 0547.62046Rousseeuw, Peter J. 493 1984 Robust regression by means of S-estimators. Zbl 0567.62027Rousseeuw, P.; Yohai, V. 128 1984 A portable Fortran program for the least median of squares regression line. Zbl 0551.62049Leroy, A.; Rousseeuw, P. 10 1984 Applying robust regression to insurance. Zbl 0523.62082Rousseeuw, P.; Daniels, B.; Leroy, A. 6 1984 Optimal search paths for random variables. Zbl 0517.90039Rousseeuw, Peter J. 8 1983 Location M-estimators are characterized by the infinitesimal behaviour of their asymptotic variance. Zbl 0532.62020Rousseeuw, Peter 1 1983 Most robust M-estimators in the infinitesimal sense. Zbl 0491.62031Rousseeuw, Peter J. 6 1982 A new infinitesimal approach to robust estimation. Zbl 0443.62025Rousseeuw, Peter J. 20 1981 Influence curves of general statistics. Zbl 0472.62046Rousseeuw, Peter J.; Ronchetti, Elvezio 14 1981 The change-of-variance curve and optimal redescending M-estimators. Zbl 0476.62040Hampel, Frank R.; Rousseeuw, Peter J.; Ronchetti, Elvezio 13 1981 all cited Publications top 5 cited Publications all top 5 Cited by 4,135 Authors 51 Rousseeuw, Peter J. 45 Croux, Christophe 35 Yohai, Víctor Jaime 34 Van Aelst, Stefan 32 Zuo, Yijun 30 Hubert, Mia 28 Riani, Marco 27 Zamar, Ruben H. 24 Filzmoser, Peter 24 Müller, Christine H. 22 Arslan, Olcay 21 Basu, Ayanendranath 20 Wilcox, Rand R. 19 Ronchetti, Elvezio M. 18 García-Escudero, Luis Angel 17 Atkinson, Anthony C. 17 Genton, Marc G. 17 Salibian-Barrera, Matias 16 Boente, Graciela 16 Fried, Roland 16 Serfling, Robert J. 15 Ghosh, Abhik 15 Oja, Hannu 14 Cerioli, Andrea 14 D’Urso, Pierpaolo 14 Verdonck, Tim 14 Víšek, Jan Ámos 14 Yang, Miin-Shen 13 Christmann, Andreas 13 Gather, Ursula 13 Gordaliza, Alfonso 13 Mayo-Iscar, Agustin 12 Čížek, Pavel 12 Farcomeni, Alessio 12 Maronna, Ricardo Antonio 12 Paindaveine, Davy 12 Pardo, Leandro 11 Hadi, Ali Saad 11 He, Xuming 11 Hennig, Christian 11 Liu, Xiaohui 11 Roozbeh, Mahdi 11 Tyler, David E. 10 Cuesta-Albertos, Juan Antonio 10 Hawkins, Douglas M. 10 Matrán, Carlos 10 Midi, Habshah BT. 10 Peña, Daniel 10 Shevlyakov, Georgy L. 9 Agostinelli, Claudio 9 Bianco, Ana M. 9 Davies, Patrick Laurie 9 Haesbroeck, Gentiane 9 Imon, A. H. M. Rahmatullah 9 Kalina, Jan 9 Pitselis, Georgios 9 Struyf, Anja 9 Ventura, Laura 8 Beliakov, Gleb 8 Berrendero, Jose Ramon 8 Billor, Nedret 8 Cantoni, Eva 8 Chaudhuri, Probal 8 Dehon, Catherine 8 Hettmansperger, Thomas P. 8 Lucas, André 8 Mount, David M. 8 Netanyahu, Nathan S. 8 Reisen, Valdério Anselmo 8 Victoria-Feser, Maria-Pia 8 Wiens, Douglas P. 7 Adrover, Jorge G. 7 Aravkin, Aleksandr Y. 7 Campello, Ricardo José Gabrielli Barreto 7 Cheng, Tsung-Chi 7 Dupuis, Debbie J. 7 Epifanio, Irene 7 Martín, Nirian 7 Mozharovskyi, Pavlo 7 Nagy, Stanislav 7 Pires, Ana M. 7 Schettlinger, Karen 7 Šiman, Miroslav 7 Suykens, Johan A. K. 7 Taskinen, Sara 7 Willems, Gert 7 Yao, Weixin 7 Zhou, Julie 6 Arcones, Miguel A. 6 Becker, Claudia 6 Corbellini, Aldo 6 Cui, Hengjian 6 Debruyne, Michiel 6 Feng, Yunlong 6 Field, Christopher A. 6 Fujisawa, Hironori 6 Gijbels, Irène 6 Güney, Yeşim 6 Hössjer, Ola G. 6 Lévy-Leduc, Céline ...and 4,035 more Authors all top 5 Cited in 344 Serials 311 Computational Statistics and Data Analysis 126 Journal of Multivariate Analysis 125 Journal of Statistical Planning and Inference 93 Communications in Statistics. Simulation and Computation 89 Communications in Statistics. Theory and Methods 88 Statistics & Probability Letters 78 The Annals of Statistics 71 Journal of Applied Statistics 66 Journal of Statistical Computation and Simulation 55 Pattern Recognition 51 Computational Statistics 45 Advances in Data Analysis and Classification. 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Series A. Series B 8 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 AStA. Advances in Statistical Analysis 7 Discrete & Computational Geometry 7 Mathematical and Computer Modelling 7 Applied Mathematical Modelling 7 Automation and Remote Control 7 Statistical Modelling 7 Journal of Machine Learning Research (JMLR) 7 Journal of the Korean Statistical Society 6 Discrete Applied Mathematics 6 Physica A 6 Economics Letters 6 Journal of Global Optimization 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 Hacettepe Journal of Mathematics and Statistics 6 Sankhyā. Series B 5 Mathematical Biosciences 5 Acta Mathematicae Applicatae Sinica. English Series 5 Sequential Analysis 5 International Journal of Computational Geometry & Applications 5 Computational Optimization and Applications 5 Mathematical Methods of Statistics 5 Soft Computing 5 Australian & New Zealand Journal of Statistics 5 Extremes 5 International Journal of Applied Mathematics and Computer Science 5 Methodology and Computing in Applied Probability 5 Algorithms 5 Journal of Probability and Statistics 5 Journal of Theoretical Biology 4 Artificial Intelligence 4 Computers & Mathematics with Applications 4 Information Processing Letters 4 Journal of Computational Physics 4 Journal of Fluid Mechanics ...and 244 more Serials all top 5 Cited in 41 Fields 2,377 Statistics (62-XX) 358 Computer science (68-XX) 325 Numerical analysis (65-XX) 199 Operations research, mathematical programming (90-XX) 144 Probability theory and stochastic processes (60-XX) 133 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 90 Biology and other natural sciences (92-XX) 42 Information and communication theory, circuits (94-XX) 41 Systems theory; control (93-XX) 34 Geophysics (86-XX) 18 Combinatorics (05-XX) 17 Convex and discrete geometry (52-XX) 13 Linear and multilinear algebra; matrix theory (15-XX) 11 Mathematical logic and foundations (03-XX) 11 Calculus of variations and optimal control; optimization (49-XX) 9 General and overarching topics; collections (00-XX) 9 Partial differential equations (35-XX) 8 History and biography (01-XX) 8 Fluid mechanics (76-XX) 8 Statistical mechanics, structure of matter (82-XX) 7 Dynamical systems and ergodic theory (37-XX) 7 Functional analysis (46-XX) 6 Measure and integration (28-XX) 6 Harmonic analysis on Euclidean spaces (42-XX) 5 Real functions (26-XX) 5 Approximations and expansions (41-XX) 4 General topology (54-XX) 4 Mechanics of deformable solids (74-XX) 4 Astronomy and astrophysics (85-XX) 3 Operator theory (47-XX) 3 Global analysis, analysis on manifolds (58-XX) 2 Differential geometry (53-XX) 2 Manifolds and cell complexes (57-XX) 2 Mechanics of particles and systems (70-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Ordinary differential equations (34-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) 1 Mathematics education (97-XX) Citations by Year