Peter J. Rousseeuw - Publications

Affiliations: 
Universitaire Instelling Antwerpen (Belgium) 
Area:
Statistics

109 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 De Ketelaere B, Hubert M, Raymaekers J, Rousseeuw PJ, Vranckx I. Real-time outlier detection for large datasets by RT-DetMCD Chemometrics and Intelligent Laboratory Systems. 199: 103957. DOI: 10.1016/J.Chemolab.2020.103957  0.372
2020 Boudt K, Rousseeuw PJ, Vanduffel S, Verdonck T. The Minimum Regularized Covariance Determinant Estimator Statistics and Computing. 30: 113-128. DOI: 10.1007/S11222-019-09869-X  0.435
2019 Raymaekers J, Rousseeuw PJ. Fast Robust Correlation for High-Dimensional Data Technometrics. 1-15. DOI: 10.1080/00401706.2019.1677270  0.343
2019 Hubert M, Rousseeuw PJ, Van den Bossche W. MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers Technometrics. 61: 459-473. DOI: 10.1080/00401706.2018.1562989  0.336
2019 Raymaekers J, Rousseeuw P. A generalized spatial sign covariance matrix Journal of Multivariate Analysis. 171: 94-111. DOI: 10.1016/J.Jmva.2018.11.010  0.369
2019 Rousseeuw P, Perrotta D, Riani M, Hubert M. Robust Monitoring of Time Series with Application to Fraud Detection Econometrics and Statistics. 9: 108-121. DOI: 10.1016/J.Ecosta.2018.05.001  0.312
2019 Tavares AH, Raymaekers J, Rousseeuw PJ, Brito P, Afreixo V. Clustering genomic words in human DNA using peaks and trends of distributions Advances in Data Analysis and Classification. 14: 57-76. DOI: 10.1007/S11634-019-00362-X  0.309
2018 Rousseeuw PJ, Raymaekers J, Hubert M. A Measure of Directional Outlyingness With Applications to Image Data and Video Journal of Computational and Graphical Statistics. 27: 345-359. DOI: 10.1080/10618600.2017.1366912  0.347
2018 Raymaekers J, Rousseeuw PJ, Vranckx I. Discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample” Statistical Methods & Applications. 27: 589-594. DOI: 10.1007/S10260-018-0425-3  0.378
2017 Rousseeuw PJ, Bossche WVD. Detecting Deviating Data Cells Technometrics. 60: 135-145. DOI: 10.1080/00401706.2017.1340909  0.371
2017 Rousseeuw PJ, Hubert M. Anomaly detection by robust statistics Wires Data Mining and Knowledge Discovery. 8. DOI: 10.1002/Widm.1236  0.418
2017 Hubert M, Debruyne M, Rousseeuw PJ. Minimum covariance determinant and extensions Wires Computational Statistics. 10. DOI: 10.1002/Wics.1421  0.47
2016 Hubert M, Rousseeuw P, Segaert P. Multivariate and functional classification using depth and distance Advances in Data Analysis and Classification. 11: 445-466. DOI: 10.1007/S11634-016-0269-3  0.38
2015 Hubert M, Rousseeuw P, Vanpaemel D, Verdonck T. The DetS and DetMM estimators for multivariate location and scatter Computational Statistics & Data Analysis. 81: 64-75. DOI: 10.1016/J.Csda.2014.07.013  0.418
2015 Rousseeuw PJ, Van den Bossche W. Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination Test. 24: 473-477. DOI: 10.1007/S11749-015-0454-2  0.305
2015 Hubert M, Rousseeuw PJ, Segaert P. Multivariate functional outlier detection Statistical Methods and Applications. 24: 177-202. DOI: 10.1007/S10260-015-0297-8  0.34
2014 Hubert M, Rousseeuw P, Vakili K. Shape bias of robust covariance estimators: An empirical study Statistical Papers. 55: 15-28. DOI: 10.1007/s00362-013-0544-8  0.328
2013 Ceulemans E, Hubert M, Rousseeuw P. Robust multilevel simultaneous component analysis Chemometrics and Intelligent Laboratory Systems. 129: 33-39. DOI: 10.1016/J.Chemolab.2013.06.016  0.386
2013 Rousseeuw P, Hubert M. High-breakdown estimators of multivariate location and scatter Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather. 49-66. DOI: 10.1007/978-3-642-35494-6_4  0.314
2012 Hubert M, Rousseeuw PJ, Verdonck T. A deterministic algorithm for robust location and scatter Journal of Computational and Graphical Statistics. 21: 618-637. DOI: 10.1080/10618600.2012.672100  0.382
2011 Rousseeuw PJ, Hubert M. Robust statistics for outlier detection Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1: 73-79. DOI: 10.1002/Widm.2  0.409
2010 Riani M, Cerioli A, Rousseeuw PJ. Special Issue on Robust Methods for Classification and Data Analysis Advances in Data Analysis and Classification. 4: 85-87. DOI: 10.1007/S11634-010-0071-6  0.398
2009 Hubert M, Rousseeuw P, Verdonck T. Robust PCA for skewed data and its outlier map Computational Statistics & Data Analysis. 53: 2264-2274. DOI: 10.1016/J.Csda.2008.05.027  0.382
2009 Van Aelst S, Rousseeuw P. Minimum volume ellipsoid Wiley Interdisciplinary Reviews: Computational Statistics. 1: 71-82. DOI: 10.1002/Wics.19  0.413
2008 Hubert M, Rousseeuw PJ, Van Aelst S. High-breakdown robust multivariate methods Statistical Science. 23: 92-119. DOI: 10.1214/088342307000000087  0.401
2008 Van Kreveld M, Mitchell JSB, Rousseeuw P, Sharir M, Snoeyink J, Speckmann B. Efficient algorithms for maximum regression depth Discrete and Computational Geometry. 39: 656-677. DOI: 10.1007/S00454-007-9046-6  0.303
2006 Rousseeuw PJ, Debruyne M, Engelen S, Hubert M. Robustness and outlier detection in chemometrics Critical Reviews in Analytical Chemistry. 36: 221-242. DOI: 10.1080/10408340600969403  0.424
2006 Rousseeuw PJ, Van Driessen K. Computing LTS regression for large data sets Data Mining and Knowledge Discovery. 12: 29-45. DOI: 10.1007/S10618-005-0024-4  0.409
2005 Davies PL, Gather U, Genton MG, Lucas A, Hampel F, Xuming HE, Oja H, Rousseeuw PJ, Tyler DE. Breakdown and groups Annals of Statistics. 33: 977-1035. DOI: 10.1214/009053604000001138  0.341
2005 Hubert M, Rousseeuw PJ, Vanden Branden K. ROBPCA: A new approach to robust principal component analysis Technometrics. 47: 64-79. DOI: 10.1198/004017004000000563  0.437
2005 Brys G, Hubert M, Rousseeuw PJ. A robustification of independent component analysis Journal of Chemometrics. 19: 364-375. DOI: 10.1002/Cem.940  0.366
2004 Rousseeuw PJ, Van Aelst S, Van Driessen K, Agulló J. Robust multivariate regression Technometrics. 46: 293-305. DOI: 10.1198/004017004000000329  0.431
2004 Hubert M, Rousseeuw PJ, Van Aelst S. Multivariate Outlier Detection and Robustness Handbook of Statistics. 24: 263-302. DOI: 10.1016/S0169-7161(04)24010-X  0.467
2004 Rousseeuw PJ, Struyf A. Characterizing angular symmetry and regression symmetry Journal of Statistical Planning and Inference. 122: 161-173. DOI: 10.1016/J.Jspi.2003.06.015  0.324
2003 Miller K, Ramaswami S, Rousseeuw P, Antoni Sellarès J, Souvaine D, Streinu I, Struyf A. Efficient computation of location depth contours by methods of computational geometry Statistics and Computing. 13: 153-162. DOI: 10.1023/A:1023208625954  0.343
2003 Croux C, Filzmoser P, Pison G, Rousseeuw PJ. Fitting multiplicative models by robust alternating regressions Statistics and Computing. 13: 23-36. DOI: 10.1023/A:1021979409012  0.647
2003 Rousseeuw PJ, Christmann A. Robustness against separation and outliers in logistic regression Computational Statistics and Data Analysis. 43: 315-332. DOI: 10.1016/S0167-9473(02)00304-3  0.412
2003 Pison G, Rousseeuw PJ, Filzmoser P, Croux C. Robust factor analysis Journal of Multivariate Analysis. 84: 145-172. DOI: 10.1016/S0047-259X(02)00007-6  0.641
2002 Croux C, Haesbroeck G, Rousseeuw PJ. Location adjustment for the minimum volume ellipsoid estimator Statistics and Computing. 12: 191-200. DOI: 10.1023/A:1020713207683  0.416
2002 Hubert M, Rousseeuw PJ, Verboven S. A fast method for robust principal components with applications to chemometrics Chemometrics and Intelligent Laboratory Systems. 60: 101-111. DOI: 10.1016/S0169-7439(01)00188-5  0.42
2002 Rousseeuw PJ, Verboven S. Robust estimation in very small samples Computational Statistics and Data Analysis. 40: 741-758. DOI: 10.1016/S0167-9473(02)00078-6  0.388
2002 Willems G, Pison G, Rousseeuw PJ, Van Aelst S. A robust Hotelling test Metrika. 55: 125-138. DOI: 10.1007/S001840200192  0.621
2002 Van Aelst S, Rousseeuw PJ, Hubert M, Struyf A. The deepest regression method Journal of Multivariate Analysis. 81: 138-166. DOI: 10.1006/Jmva.2001.1997  0.429
2001 Christmann A, Rousseeuw PJ. Measuring overlap in binary regression Computational Statistics and Data Analysis. 37: 65-75. DOI: 10.1016/S0167-9473(00)00063-3  0.431
2001 Croux C, Dehon C, Rousseeuw PJ, Aelst SV. Robust estimation of the conditional median function at elliptical models Statistics and Probability Letters. 51: 361-368. DOI: 10.1016/S0167-7152(00)00176-0  0.393
2001 Zaman A, Rousseeuw PJ, Orhan M. Econometric applications of high-breakdown robust regression techniques Economics Letters. 71: 1-8. DOI: 10.1016/S0165-1765(00)00404-3  0.31
2001 Rousseeuw PJ, Van Aelst S, Rambali B, Smeyers-Verbeke J. Deepest regression in analytical chemistry Analytica Chimica Acta. 446: 245-256. DOI: 10.1016/S0003-2670(01)01034-0  0.367
2000 Wuyts J, De Rijk P, Van De Peer Y, Pison G, Rousseeuw P, De Wachter R. Comparative analysis of more than 3000 sequences reveals the existence of two pseudoknots in area V4 of eukaryotic small subunit ribosomal RNA Nucleic Acids Research. 28: 4698-4708. PMID 11095680 DOI: 10.1093/Nar/28.23.4698  0.579
2000 Haezendonck E, Pison G, Rousseeuw P, Struyf A, Verbeke A. The Competitive Advantage of Seaports International Journal of Maritime Economics. 2: 69-82. DOI: 10.1057/Ijme.2000.8  0.587
2000 Struyf A, Rousseeuw PJ. High-dimensional computation of the deepest location Computational Statistics and Data Analysis. 34: 415-426. DOI: 10.1016/S0167-9473(99)00112-7  0.368
2000 Van Aelst S, Rousseeuw PJ. Robustness of Deepest Regression Journal of Multivariate Analysis. 73: 82-106. DOI: 10.1006/Jmva.1999.1870  0.362
1999 Rousseeuw PJ, Ruts I, Tukey JW. The bagplot: A bivariate boxplot American Statistician. 53: 382-387. DOI: 10.2307/2686061  0.377
1999 Rousseeuw PJ, Aelst SV, Hubert M. Regression Depth: Rejoinder Journal of the American Statistical Association. 94: 419. DOI: 10.2307/2670163  0.309
1999 Rousseeuw PJ, Van Driessen K. Fast algorithm for the minimum covariance determinant estimator Technometrics. 41: 212-223. DOI: 10.2307/1270566  0.408
1999 Christmann A, Rousseeuw PJ. Measuring overlap in logistic regression Technical Reports. DOI: 10.17877/De290R-15082  0.439
1999 Pison G, Struyf A, Rousseeuw PJ. Displaying a clustering with CLUSPLOT Computational Statistics and Data Analysis. 30: 381-392. DOI: 10.1016/S0167-9473(98)00102-9  0.606
1999 Rousseeuw PJ, Ruts I. The depth function of a population distribution Metrika. 49: 213-244. DOI: 10.1007/Pl00020903  0.336
1999 Rousseeuw PJ, Hubert M. Depth in an arrangement of hyperplanes Discrete and Computational Geometry. 22: 167-176. DOI: 10.1007/Pl00009452  0.31
1999 Struyf AJ, Rousseeuw PJ. Halfspace Depth and Regression Depth Characterize the Empirical Distribution Journal of Multivariate Analysis. 69: 135-153. DOI: 10.1006/Jmva.1998.1804  0.369
1998 Campbell NA, Lopuhaä HP, Rousseeuw PJ. On the calculation of a robust S-estimator of a covariance matrix. Statistics in Medicine. 17: 2685-95. PMID 9881415 DOI: 10.1002/(Sici)1097-0258(19981215)17:23<2685::Aid-Sim35>3.0.Co;2-W  0.392
1998 Maes M, Delmeire L, Schotte C, Janca A, Creten T, Mylle J, Struyf A, Pison G, Rousseeuw PJ. The two-factorial symptom structure of post-traumatic stress disorder: depression-avoidance and arousal-anxiety. Psychiatry Research. 81: 195-210. PMID 9858036 DOI: 10.1016/S0165-1781(98)00094-8  0.572
1998 Maes M, Delmeire L, Schotte C, Janca A, Creten T, Mylle J, Struyf A, Pison G, Rousseeuw PJ. Epidemiologic and phenomenological aspects of post-traumatic stress disorder: DSM-III-R diagnosis and diagnostic criteria not validated. Psychiatry Research. 81: 179-93. PMID 9858035 DOI: 10.1016/S0165-1781(98)00095-X  0.559
1998 Rousseeuw PJ, Struyf A. Computing location depth and regression depth in higher dimensions Statistics and Computing. 8: 193-203. DOI: 10.1023/A:1008945009397  0.312
1998 Hubert M, Rousseeuw PJ. The Catline for Deep Regression Journal of Multivariate Analysis. 66: 270-296. DOI: 10.1006/Jmva.1998.1751  0.399
1997 Hubert M, Rousseeuw PJ. Robust regression with both continuous and binary regressors Journal of Statistical Planning and Inference. 57: 153-163. DOI: 10.1016/S0378-3758(96)00041-9  0.46
1997 Rousseeuw PJ. 5 Introduction to positive-breakdown methods Handbook of Statistics. 15: 101-121. DOI: 10.1016/S0169-7161(97)15007-6  0.411
1997 Struyf A, Hubert M, Rousseeuw PJ. Integrating robust clustering techniques in S-PLUS Computational Statistics and Data Analysis. 26: 17-37. DOI: 10.1016/S0167-9473(97)00020-0  0.339
1996 Struyf A, Hubert M, Rousseeuw PJ. Clustering in an object-oriented environment Journal of Statistical Software. 1: 1-30. DOI: 10.18637/Jss.V001.I04  0.33
1996 Cheniae M, Mili L, Rousseeuw P. Identification of multiple interacting bad data via power system decomposition Ieee Transactions On Power Systems. 11: 1555-1563. DOI: 10.1109/59.535697  0.373
1996 Mili L, Cheniae M, Vichare N, Rousseeuw P. Robust state estimation based on projection statistics [of power systems] Ieee Transactions On Power Systems. 11: 1118-1127. DOI: 10.1109/59.496203  0.385
1996 Mili L, Cheniae M, Vichare N, Rousseeuw P. Robustification of the least absolute value estimator by means of projection statistics [power system state estimation] Ieee Transactions On Power Systems. 11: 216-225. DOI: 10.1109/59.486098  0.38
1996 Ruts I, Rousseeuw PJ. Computing depth contours of bivariate point clouds Computational Statistics and Data Analysis. 23: 153-168. DOI: 10.1016/S0167-9473(96)00027-8  0.373
1996 Rousseeuw PJ, Hubert M. Regression-free and robust estimation of scale for bivariate data Computational Statistics and Data Analysis. 21: 67-85. DOI: 10.1016/0167-9473(95)00004-6  0.421
1995 Rousseeuw PJ, Trauwaert E, Kaufman L. Fuzzy clustering with high contrast Journal of Computational and Applied Mathematics. 64: 81-90. DOI: 10.1016/0377-0427(95)00008-9  0.3
1995 Genton MG, Rousseeuw PJ. The change-of-variance function of M-estimators of scale under general contamination Journal of Computational and Applied Mathematics. 64: 69-80. DOI: 10.1016/0377-0427(95)00007-0  0.356
1995 Hossjer O, Rousseeuw PJ, Ruts I. The Repeated Median Intercept Estimator: Influence Function and Asymptotic Normality Journal of Multivariate Analysis. 52: 45-72. DOI: 10.1006/Jmva.1995.1003  0.395
1994 Hossjer O, Rousseeuw PJ, Croux C. Asymptotics of the Repeated Median Slope Estimator The Annals of Statistics. 22: 1478-1501. DOI: 10.1214/Aos/1176325638  0.398
1994 Mili L, Cheniae MG, Rousseeuw PJ. Robust State Estimation of Electric Power Systems Ieee Transactions On Circuits and Systems I: Fundamental Theory and Applications. 41: 349-358. DOI: 10.1109/81.296336  0.406
1994 Croux C, Rousseeuw PJ, Hössjer O. Generalized S-estimators Journal of the American Statistical Association. 89: 1271-1281. DOI: 10.1080/01621459.1994.10476867  0.404
1994 Rousseeuw PJ, Molenberghs G. The shape of correlation matrices American Statistician. 48: 276-279. DOI: 10.1080/00031305.1994.10476079  0.311
1994 Rousseeuw PJ, Wagner J. Robust regression with a distributed intercept using least median of squares Computational Statistics and Data Analysis. 17: 65-76. DOI: 10.1016/0167-9473(92)00063-W  0.441
1994 Rousseeuw PJ, Croux C. The bias of k-step M-estimators Statistics and Probability Letters. 20: 411-420. DOI: 10.1016/0167-7152(94)90133-3  0.329
1994 Rousseeuw PJ. Unconventional features of positive-breakdown estimators Statistics and Probability Letters. 19: 417-431. DOI: 10.1016/0167-7152(94)90010-8  0.366
1994 Hossjer O, Croux C, Rousseeuw PJ. Asymptotics of Generalized S-Estimators Journal of Multivariate Analysis. 51: 148-177. DOI: 10.1006/Jmva.1994.1055  0.392
1993 Rousseeuw PJ, Molenberghs G. Transformation of non positive semidefinite correlation matrices Communications in Statistics - Theory and Methods. 22: 965-984. DOI: 10.1080/03610928308831068  0.381
1993 Rousseeuw PJ, Croux C. Alternatives to the median absolute deviation Journal of the American Statistical Association. 88: 1273-1283. DOI: 10.1080/01621459.1993.10476408  0.404
1993 Rousseeuw PJ. A resampling design for computing high-breakdown regression Statistics and Probability Letters. 18: 125-128. DOI: 10.1016/0167-7152(93)90180-Q  0.314
1993 Mili L, Vichare NS, Cheniae MG, Rousseeuw PJ. Robust Mahalanobis distances in power system state estimation Midwest Symposium On Circuits and Systems. 2: 1014-1018.  0.324
1992 Dallal GE, Rousseeuw PJ. LMSMVE: a program for least median of squares regression and robust distances. Computers and Biomedical Research, An International Journal. 25: 384-91. PMID 1511599 DOI: 10.1016/0010-4809(92)90028-9  0.39
1992 Croux C, Rousseeuw PJ. A class of high-breakdown scale estimators based on subranges Communications in Statistics - Theory and Methods. 21: 1935-1951. DOI: 10.1080/03610929208830889  0.377
1992 Rousseeuw PJ, van Zomeren BC. A comparison of some quick algorithms for robust regression Computational Statistics and Data Analysis. 14: 107-116. DOI: 10.1016/0167-9473(92)90085-T  0.42
1991 Lopuhaa HP, Rousseeuw PJ. Breakdown Points of Affine Equivariant Estimators of Multivariate Location and Covariance Matrices The Annals of Statistics. 19: 229-248. DOI: 10.1214/Aos/1176347978  0.412
1991 Mili L, Phaniraj V, Rousseeuw PJ. Least Median Of Squares Estimation In Power Systems Ieee Transactions On Power Systems. 6: 511-523. DOI: 10.1109/59.76693  0.39
1991 Rousseeuw PJ. A diagnostic plot for regression outliers and leverage points Computational Statistics and Data Analysis. 11: 127-129. DOI: 10.1016/0167-9473(91)90059-B  0.365
1991 Rousseeuw PJ. Tutorial to robust statistics Journal of Chemometrics. 5: 1-20. DOI: 10.1002/Cem.1180050103  0.417
1990 Rousseeuw PJ, van Zomeren BC. Unmasking Multivariate Outliers and Leverage Points: Rejoinder Journal of the American Statistical Association. 85: 648. DOI: 10.2307/2289999  0.31
1990 Rousseeuw PJ, Bassett GW. The remedian: A robust averaging method for large data sets Journal of the American Statistical Association. 85: 97-104. DOI: 10.1080/01621459.1990.10475311  0.409
1990 Rousseeuw PJ, van Zomeren BC. Unmasking multivariate outliers and leverage points Journal of the American Statistical Association. 85: 633-639. DOI: 10.1080/01621459.1990.10474920  0.444
1990 Mili L, Phaniraj V, Rousseeuw PJ. Robust Estimation Theory for Bad Data Diagnostics in Electric Power Systems Control and Dynamic Systems. 37: 271-325. DOI: 10.1016/B978-0-12-012737-5.50012-8  0.308
1988 Rousseeuw P, Leroy A. A robust scale estimator based on the shortest half Statistica Neerlandica. 42: 103-116. DOI: 10.1111/J.1467-9574.1988.Tb01224.X  0.39
1986 Massart DL, Kaufman L, Rousseeuw PJ, Leroy A. Least median of squares: a robust method for outlier and model error detection in regression and calibration Analytica Chimica Acta. 187: 171-179. DOI: 10.1016/S0003-2670(00)82910-4  0.342
1986 Bingen F, Siau C, Rousseeuw P. Applying robust regression techniques to institutional data Research in Higher Education. 25: 277-297. DOI: 10.1007/Bf00991792  0.37
1985 Ronchetti E, Rousseeuw PJ. Change-of-variance sensitivities in regression analysis Zeitschrift FüR Wahrscheinlichkeitstheorie Und Verwandte Gebiete. 68: 503-519. DOI: 10.1007/Bf00535342  0.372
1984 Rousseeuw PJ. Least median of squares regression Journal of the American Statistical Association. 79: 871-880. DOI: 10.1080/01621459.1984.10477105  0.404
1984 Rousseeuw P, Daniels B, Leroy A. Applying robust regression to insurance Insurance: Mathematics and Economics. 3: 67-72. DOI: 10.1016/0167-6687(84)90020-9  0.368
1982 Rousseeuw PJ. Most robust M-estimators in the infinitesimal sense Zeitschrift FüR Wahrscheinlichkeitstheorie Und Verwandte Gebiete. 61: 541-551. DOI: 10.1007/Bf00531623  0.369
1981 Hampel FR, Rousseeuw PJ, Ronchetti E. The change-of-variance curve and optimal redescending m-estimators Journal of the American Statistical Association. 76: 643-648. DOI: 10.1080/01621459.1981.10477698  0.355
1981 Rousseeuw PJ, Ronchetti E. Influence curves of general statistics Journal of Computational and Applied Mathematics. 7: 161-166. DOI: 10.1016/0771-050X(81)90013-9  0.403
1981 Rousseeuw PJ. A new infinitesimal approach to robust estimation Zeitschrift FüR Wahrscheinlichkeitstheorie Und Verwandte Gebiete. 56: 127-132. DOI: 10.1007/Bf00531978  0.358
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