Peter Rousseeuw

发表

Discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”

Jakob Raymaekers, Peter Rousseeuw, Iwein Vranckx, 2018, Stat. Methods Appl..

Efficient computation of location depth contours by methods of computational geometry

Joan Antoni Sellarès, Diane L. Souvaine, Kim Miller, 2003, Stat. Comput..

Special Issue on Robust Methods for Classification and Data Analysis

Peter Rousseeuw, Marco Riani, Andrea Cerioli, 2010, Adv. Data Anal. Classif..

Computational Statistics and Data Analysis Robust Pca for Skewed Data and Its Outlier Map

Mia Hubert, Peter Rousseeuw, Tim Verdonck, 2022 .

Computing location depth and regression depth in higher dimensions

Peter Rousseeuw, Anja Struyf, P. Rousseeuw, 1998, Stat. Comput..

Computation of robust statistics

Peter Rousseeuw, Anja Struyf, 2004, Handbook of Discrete and Computational Geometry, 2nd Ed..

ROBPCA: A New Approach to Robust Principal Component Analysis

Mia Hubert, Peter Rousseeuw, Karlien Vanden Branden, 2005, Technometrics.

Anomaly detection by robust statistics

Mia Hubert, Peter Rousseeuw, M. Hubert, 2017, WIREs Data Mining Knowl. Discov..

Armando J. Pinho, Raquel M. Silva, Paula Brito, 2017, PACBB.

Depth in an Arrangement of Hyperplanes

Mia Hubert, Peter Rousseeuw, M. Hubert, 1999, Discret. Comput. Geom..

Efficient Algorithms for Maximum Regression Depth

Bettina Speckmann, Joseph S. B. Mitchell, Micha Sharir, 2008, Discret. Comput. Geom..

Faster k-Medoids Clustering: Improving the PAM, CLARA, and CLARANS Algorithms pdf

Erich Schubert, Peter Rousseeuw, P. Rousseeuw, 2018, SISAP.

Robust Multivariate Regression

Stefan Van Aelst, Katrien van Driessen, Peter Rousseeuw, 2004, Technometrics.

Analyzing Data with Cellwise Outliers [R package cellWise version 2.2.1]

Jakob Raymaekers, Peter Rousseeuw, 2020 .

Robust statistics for outlier detection

Mia Hubert, Peter Rousseeuw, M. Hubert, 2011, WIREs Data Mining Knowl. Discov..

Multivariate Techniques: Robustness

Mia Hubert, Peter Rousseeuw, 2011, International Encyclopedia of Statistical Science.

Rejoinder to ‘multivariate functional outlier detection’

Mia Hubert, Peter Rousseeuw, Pieter Segaert, 2015, Statistical Methods & Applications.

Regressions

Peter Filzmoser, Christophe Croux, Peter Rousseeuw, 2019, Energy Transfers by Convection.

Computing Packet Loss Probabilities in Multiplexer Models Using Rational Approximation

Annie A. M. Cuyt, Gert Willems, Chris Blondia, 2003, IEEE Trans. Computers.

A generalized spatial sign covariance matrix

Jakob Raymaekers, Peter Rousseeuw, P. Rousseeuw, 2018, J. Multivar. Anal..

The DetS and DetMM estimators for multivariate location and scatter

Mia Hubert, Peter Rousseeuw, Tim Verdonck, 2015, Comput. Stat. Data Anal..

Efficient algorithms for maximum regression depth

Bettina Speckmann, Joseph S. B. Mitchell, Micha Sharir, 1999, SCG '99.

Robustness against separation and outliers in logistic regression

Andreas Christmann, Peter Rousseeuw, P. Rousseeuw, 2003, Comput. Stat. Data Anal..

Detecting Deviating Data Cells

Peter Rousseeuw, Wannes Van Den Bossche, P. Rousseeuw, 2016, Technometrics.

Econometric Applications of High-Breakdown Robust Regression Techniques

Peter Rousseeuw, Mehmet Orhan, Asad Zaman, 2017, 1709.00181.

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Katrien van Driessen, Peter Rousseeuw, P. Rousseeuw, 1999, Technometrics.

Multivariate and functional classification using depth and distance

Mia Hubert, Peter Rousseeuw, Pieter Segaert, 2017, Adv. Data Anal. Classif..

Location adjustment for the minimum volume ellipsoid estimator

Christophe Croux, Peter Rousseeuw, Gentiane Haesbroeck, 2002, Stat. Comput..

Fast implementation of depth contours using topological sweep

Joan Antoni Sellarès, Diane L. Souvaine, Kim Miller, 2001, SODA '01.

Estimation and testing by means of optimally robust statistics

Peter Rousseeuw, 1982 .

The Competitive Advantage of Seaports

Peter Rousseeuw, Anja Struyf, Greet Pison, 2000 .

Inflation, Relative Prices and Nominal Rigidities

Mia Hubert, Peter Rousseeuw, Anja Struyf, 2002 .