EconPapers    
Economics at your fingertips  
 

Details about Peter Rousseeuw

E-mail:
Homepage:http://wis.kuleuven.be/stat/robust
Workplace:Faculteit Economie en Bedrijfswetenschappen (Faculty of Business and Economics), KU Leuven (University of Leuven), (more information at EDIRC)

Access statistics for papers by Peter Rousseeuw.

Last updated 2020-05-01. Update your information in the RePEc Author Service.

Short-id: pro350


Jump to Journal Articles Chapters

Working Papers

2002

  1. Inflation, relative prices and nominal rigidities
    Working Paper Research, National Bank of Belgium Downloads View citations (7)
    See also Chapter (2003)

2001

  1. The hidden logistic regression model
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen Downloads

2000

  1. Econometric applications of high-breakdown robust regression techniques
    MPRA Paper, University Library of Munich, Germany Downloads View citations (4)
    See also Journal Article in Economics Letters (2001)

1999

  1. Measuring overlap in logistic regression
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen Downloads View citations (5)

1990

  1. 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), Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät

Journal Articles

2020

  1. Clustering genomic words in human DNA using peaks and trends of distributions
    Advances in Data Analysis and Classification, 2020, 14, (1), 57-76 Downloads

2019

  1. A generalized spatial sign covariance matrix
    Journal of Multivariate Analysis, 2019, 171, (C), 94-111 Downloads
  2. Robust Monitoring of Time Series with Application to Fraud Detection
    Econometrics and Statistics, 2019, 9, (C), 108-121 Downloads View citations (5)

2018

  1. Discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”
    Statistical Methods & Applications, 2018, 27, (4), 589-594 Downloads

2017

  1. Multivariate and functional classification using depth and distance
    Advances in Data Analysis and Classification, 2017, 11, (3), 445-466 Downloads View citations (3)

2015

  1. Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination
    TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2015, 24, (3), 473-477 Downloads View citations (1)
  2. Multivariate functional outlier detection
    Statistical Methods & Applications, 2015, 24, (2), 177-202 Downloads View citations (20)
  3. Rejoinder to ‘multivariate functional outlier detection’
    Statistical Methods & Applications, 2015, 24, (2), 269-277 Downloads View citations (19)

2014

  1. Shape bias of robust covariance estimators: an empirical study
    Statistical Papers, 2014, 55, (1), 15-28 Downloads View citations (3)

2010

  1. Special Issue on Robust Methods for Classification and Data Analysis
    Advances in Data Analysis and Classification, 2010, 4, (2), 85-87 Downloads

2009

  1. Robust PCA for skewed data and its outlier map
    Computational Statistics & Data Analysis, 2009, 53, (6), 2264-2274 Downloads View citations (9)

2004

  1. Comment
    Journal of the American Statistical Association, 2004, 99, 966-969 Downloads

2003

  1. Robust factor analysis
    Journal of Multivariate Analysis, 2003, 84, (1), 145-172 Downloads View citations (23)
  2. Robustness against separation and outliers in logistic regression
    Computational Statistics & Data Analysis, 2003, 43, (3), 315-332 Downloads View citations (7)

2002

  1. Robust estimation in very small samples
    Computational Statistics & Data Analysis, 2002, 40, (4), 741-758 Downloads View citations (2)
  2. The Deepest Regression Method
    Journal of Multivariate Analysis, 2002, 81, (1), 138-166 Downloads View citations (13)

2001

  1. Econometric applications of high-breakdown robust regression techniques
    Economics Letters, 2001, 71, (1), 1-8 Downloads View citations (42)
    See also Working Paper (2000)
  2. Measuring overlap in binary regression
    Computational Statistics & Data Analysis, 2001, 37, (1), 65-75 Downloads View citations (8)
  3. Robust estimation of the conditional median function at elliptical models
    Statistics & Probability Letters, 2001, 51, (4), 361-368 Downloads View citations (3)

2000

  1. High-dimensional computation of the deepest location
    Computational Statistics & Data Analysis, 2000, 34, (4), 415-426 Downloads View citations (9)
  2. Robustness of Deepest Regression
    Journal of Multivariate Analysis, 2000, 73, (1), 82-106 Downloads View citations (5)
  3. The Competitive Advantage of Seaports
    Maritime Economics & Logistics, 2000, 2, (2), 69-82 Downloads View citations (5)

1999

  1. Displaying a clustering with CLUSPLOT
    Computational Statistics & Data Analysis, 1999, 30, (4), 381-392 Downloads View citations (1)
  2. Halfspace Depth and Regression Depth Characterize the Empirical Distribution
    Journal of Multivariate Analysis, 1999, 69, (1), 135-153 Downloads View citations (18)

1998

  1. The Catline for Deep Regression
    Journal of Multivariate Analysis, 1998, 66, (2), 270-296 Downloads View citations (3)

1997

  1. Clustering in an Object-Oriented Environment
    Journal of Statistical Software, 1997, 001, (i04) Downloads View citations (9)
  2. Integrating robust clustering techniques in S-PLUS
    Computational Statistics & Data Analysis, 1997, 26, (1), 17-37 Downloads View citations (8)

1996

  1. Bivariate Location Depth
    Journal of the Royal Statistical Society Series C, 1996, 45, (4), 516-526 Downloads View citations (1)
  2. Computing depth contours of bivariate point clouds
    Computational Statistics & Data Analysis, 1996, 23, (1), 153-168 Downloads View citations (17)
  3. Fuzzy clustering using scatter matrices
    Computational Statistics & Data Analysis, 1996, 23, (1), 135-151 Downloads View citations (7)
  4. Preface
    Computational Statistics & Data Analysis, 1996, 23, (1), 1-1 Downloads
  5. Regression-free and robust estimation of scale for bivariate data
    Computational Statistics & Data Analysis, 1996, 21, (1), 67-85 Downloads View citations (3)

1995

  1. The Repeated Median Intercept Estimator: Influence Function and Asymptotic Normality
    Journal of Multivariate Analysis, 1995, 52, (1), 45-72 Downloads

1994

  1. Asymptotics of Generalized S-Estimators
    Journal of Multivariate Analysis, 1994, 51, (1), 148-177 Downloads View citations (22)
  2. Robust regression with a distributed intercept using least median of squares
    Computational Statistics & Data Analysis, 1994, 17, (1), 65-76 Downloads View citations (8)
  3. The bias of k-step M-estimators
    Statistics & Probability Letters, 1994, 20, (5), 411-420 Downloads View citations (8)
  4. Unconventional features of positive-breakdown estimators
    Statistics & Probability Letters, 1994, 19, (5), 417-431 Downloads View citations (6)

1993

  1. A resampling design for computing high-breakdown regression
    Statistics & Probability Letters, 1993, 18, (2), 125-128 Downloads View citations (4)

1992

  1. A comparison of some quick algorithms for robust regression
    Computational Statistics & Data Analysis, 1992, 14, (1), 107-116 Downloads View citations (2)

1991

  1. A diagnostic plot for regression outliers and leverage points
    Computational Statistics & Data Analysis, 1991, 11, (1), 127-129 Downloads View citations (1)

1988

  1. A robust scale estimator based on the shortest half
    Statistica Neerlandica, 1988, 42, (2), 103-116 Downloads

1984

  1. Applying robust regression to insurance
    Insurance: Mathematics and Economics, 1984, 3, (1), 67-72 Downloads View citations (5)

Chapters

2003

  1. Inflation, relative prices and nominal rigidities
    A chapter in Monetary policy in a changing environment, 2003, vol. 19, pp 81-105 Downloads View citations (15)
    See also Working Paper (2002)
 
Page updated 2020-08-03