33 citations · 37 across the 3 of their papers we have counts for
3 papers
stat.CO2024
RobPy: a Python Package for Robust Statistical Methods
Sarah Leyder, Jakob Raymaekers, Peter J. Rousseeuw +2
Robust estimation provides essential tools for analyzing data that contain outliers, ensuring that statistical models remain reliable even in the presence of some anomalous data. W…
stat.ME2024★ 4 cited
Distance Covariance, Independence, and Pairwise Differences
Jakob Raymaekers, Peter J. Rousseeuw
(To appear in The American Statistician.) Distance covariance (Székely, Rizzo, and Bakirov, 2007) is a fascinating recent notion, which is popular as a test for dependence of any t…
stat.AP2017★ 33 cited
Econometric applications of high-breakdown robust regression techniques
Asad Zaman, Peter J. Rousseeuw, Mehmet Orhan
A literature search shows that robust regression techniques are rarely used in applied econometrics. We list several misconceptions about robustness which lead to this situation. W…