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Peter J Rousseeuw

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Personal Details

First Name: Peter
Middle Name: J
Last Name: Rousseeuw
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RePEc Short-ID: pro350

Email:
Homepage: http://wis.kuleuven.be/stat/robust
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Affiliation

Faculteit Economie en Bedrijfswetenschappen
KU Leuven
Location: Leuven, Belgium
Homepage: http://www.econ.kuleuven.ac.be/
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Phone:
Fax:
Postal: Naamsestraat 69, 3000 Leuven
Handle: RePEc:edi:fekulbe (more details at EDIRC)

Works

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Working papers

  1. Luc Aucremanne & Guy Brys & Mia Hubert & Peter J. Rousseeuw & Anja Struyf, 2002. "Inflation, relative prices and nominal rigidities," Working Paper Research 20, National Bank of Belgium.
  2. Rousseeuw, Peter J. & Christmann, Andreas, 2001. "The hidden logistic regression model," Technical Reports 2001,30, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.
  3. Zaman, Asad & Rousseeuw, Peter J. & Orhan, Mehmet, 2000. "Econometric applications of high-breakdown robust regression techniques," MPRA Paper 41529, University Library of Munich, Germany.
  4. Christmann, Andreas & Rousseeuw, Peter J., 1999. "Measuring overlap in logistic regression," Technical Reports 1999,25, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.
  5. Rousseeuw, Peter J. & Wagner, Joachim, 1990. "Robust Regression with a Distributed Intercept Using Least Median of Squares: Theory and Application to Earnings Functions with Dummy Variables for Sectors," Hannover Economic Papers (HEP) dp-160, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.

Articles

  1. M. Hubert & P. Rousseeuw & K. Vakili, 2014. "Shape bias of robust covariance estimators: an empirical study," Statistical Papers, Springer, vol. 55(1), pages 15-28, February.
  2. Marco Riani & Andrea Cerioli & Peter Rousseeuw, 2010. "Special Issue on Robust Methods for Classification and Data Analysis," Advances in Data Analysis and Classification, Springer, vol. 4(2), pages 85-87, September.
  3. Hubert, Mia & Rousseeuw, Peter & Verdonck, Tim, 2009. "Robust PCA for skewed data and its outlier map," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 2264-2274, April.
  4. Mia Hubert & Peter J. Rousseeuw & Karlien Vanden Branden, 2004. "Comment," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 966-969, December.
  5. Pison, Greet & Rousseeuw, Peter J. & Filzmoser, Peter & Croux, Christophe, 2003. "Robust factor analysis," Journal of Multivariate Analysis, Elsevier, vol. 84(1), pages 145-172, January.
  6. Rousseeuw, Peter J. & Christmann, Andreas, 2003. "Robustness against separation and outliers in logistic regression," Computational Statistics & Data Analysis, Elsevier, vol. 43(3), pages 315-332, July.
  7. Rousseeuw, Peter J. & Verboven, Sabine, 2002. "Robust estimation in very small samples," Computational Statistics & Data Analysis, Elsevier, vol. 40(4), pages 741-758, October.
  8. Van Aelst, Stefan & Rousseeuw, Peter J. & Hubert, Mia & Struyf, Anja, 2002. "The Deepest Regression Method," Journal of Multivariate Analysis, Elsevier, vol. 81(1), pages 138-166, April.
  9. Croux, Christophe & Dehon, Catherine & Rousseeuw, Peter J. & Aelst, Stefan Van, 2001. "Robust estimation of the conditional median function at elliptical models," Statistics & Probability Letters, Elsevier, vol. 51(4), pages 361-368, February.
  10. Christmann, Andreas & Rousseeuw, Peter J., 2001. "Measuring overlap in binary regression," Computational Statistics & Data Analysis, Elsevier, vol. 37(1), pages 65-75, July.
  11. Zaman, Asad & Rousseeuw, Peter J. & Orhan, Mehmet, 2001. "Econometric applications of high-breakdown robust regression techniques," Economics Letters, Elsevier, vol. 71(1), pages 1-8, April.
  12. Elvira Haezendonck & Greet Pison & Peter Rousseeuw & Anja Struyf & Alain Verbeke, 2000. "The Competitive Advantage of Seaports," Maritime Economics and Logistics, Palgrave Macmillan, vol. 2(2), pages 69-82, June.
  13. Struyf, Anja & Rousseeuw, Peter J., 2000. "High-dimensional computation of the deepest location," Computational Statistics & Data Analysis, Elsevier, vol. 34(4), pages 415-426, October.
  14. Van Aelst, Stefan & Rousseeuw, Peter J., 2000. "Robustness of Deepest Regression," Journal of Multivariate Analysis, Elsevier, vol. 73(1), pages 82-106, April.
  15. Struyf, Anja J. & Rousseeuw, Peter J., 1999. "Halfspace Depth and Regression Depth Characterize the Empirical Distribution," Journal of Multivariate Analysis, Elsevier, vol. 69(1), pages 135-153, April.
  16. Pison, Greet & Struyf, Anja & Rousseeuw, Peter J., 1999. "Displaying a clustering with CLUSPLOT," Computational Statistics & Data Analysis, Elsevier, vol. 30(4), pages 381-392, June.
  17. Hubert, Mia & Rousseeuw, Peter J., 1998. "The Catline for Deep Regression," Journal of Multivariate Analysis, Elsevier, vol. 66(2), pages 270-296, August.
  18. Struyf, Anja & Hubert, Mia & Rousseeuw, Peter J., 1997. "Integrating robust clustering techniques in S-PLUS," Computational Statistics & Data Analysis, Elsevier, vol. 26(1), pages 17-37, November.
  19. Rousseeuw, Peter J. & Hubert, Mia, 1996. "Regression-free and robust estimation of scale for bivariate data," Computational Statistics & Data Analysis, Elsevier, vol. 21(1), pages 67-85, January.
  20. Rasson, J. -P. & Rousseeuw, P. J., 1996. "Preface," Computational Statistics & Data Analysis, Elsevier, vol. 23(1), pages 1-1, November.
  21. Rousseeuw, P. J. & Kaufman, L. & Trauwaert, E., 1996. "Fuzzy clustering using scatter matrices," Computational Statistics & Data Analysis, Elsevier, vol. 23(1), pages 135-151, November.
  22. Ruts, Ida & Rousseeuw, Peter J., 1996. "Computing depth contours of bivariate point clouds," Computational Statistics & Data Analysis, Elsevier, vol. 23(1), pages 153-168, November.
  23. Hossjer, O. & Rousseeuw, P. J. & Ruts, I., 1995. "The Repeated Median Intercept Estimator: Influence Function and Asymptotic Normality," Journal of Multivariate Analysis, Elsevier, vol. 52(1), pages 45-72, January.
  24. Rousseeuw, Peter J., 1994. "Unconventional features of positive-breakdown estimators," Statistics & Probability Letters, Elsevier, vol. 19(5), pages 417-431, April.
  25. Hossjer, O. & Croux, C. & Rousseeuw, P. J., 1994. "Asymptotics of Generalized S-Estimators," Journal of Multivariate Analysis, Elsevier, vol. 51(1), pages 148-177, October.
  26. Rousseeuw, Peter J. & Croux, Christophe, 1994. "The bias of k-step M-estimators," Statistics & Probability Letters, Elsevier, vol. 20(5), pages 411-420, August.
  27. Rousseeuw, Peter J. & Wagner, Joachim, 1994. "Robust regression with a distributed intercept using least median of squares," Computational Statistics & Data Analysis, Elsevier, vol. 17(1), pages 65-76, January.
  28. Rousseeuw, Peter J., 1993. "A resampling design for computing high-breakdown regression," Statistics & Probability Letters, Elsevier, vol. 18(2), pages 125-128, September.
  29. Rousseeuw, Peter J. & van Zomeren, Bert C., 1992. "A comparison of some quick algorithms for robust regression," Computational Statistics & Data Analysis, Elsevier, vol. 14(1), pages 107-116, June.
  30. Rousseeuw, Peter J., 1991. "A diagnostic plot for regression outliers and leverage points," Computational Statistics & Data Analysis, Elsevier, vol. 11(1), pages 127-129, January.
  31. Rousseeuw, P. & Daniels, B. & Leroy, A., 1984. "Applying robust regression to insurance," Insurance: Mathematics and Economics, Elsevier, vol. 3(1), pages 67-72, January.
  32. Anja Struyf & Mia Hubert & Peter Rousseeuw, . "Clustering in an Object-Oriented Environment," Journal of Statistical Software, American Statistical Association, vol. 1(i04).

Chapters

  1. Luc Aucremanne & Guy Brys & Peter J Rousseeuw & Anja Struyf & Mia Hubert, 2003. "Inflation, relative prices and nominal rigidities," BIS Papers chapters, in: Bank for International Settlements (ed.), Monetary policy in a changing environment, volume 19, pages 81-105 Bank for International Settlements.

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