243 citations · 474 across the 6 of their papers we have counts for
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stat.ME2018★ 33 cited
Robust functional regression based on principal components
Ioannis Kalogridis, Stefan Van Aelst
Functional data analysis is a fast evolving branch of modern statistics and the functional linear model has become popular in recent years. However, most estimation methods for thi…
stat.CO2018★ 2 cited
Fast Computation of Robust Subspace Estimators
Holger Cevallos-Valdiviezo, Stefan Van Aelst
Dimension reduction is often an important step in the analysis of high-dimensional data. PCA is a popular technique to find the best low-dimensional approximation of high-dimension…