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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★ 3 cited
Robust Distance Covariance
Sarah Leyder, Jakob Raymaekers, Peter J. Rousseeuw
Distance covariance is a popular measure of dependence between random variables. It has some robustness properties, but not all. We prove that the influence function of the usual d…