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stat.ME2026
Outlier-Robust Multi-Group Gaussian Mixture Modeling with Flexible Group Reassignment
Patricia Puchhammer, Ines Wilms, Peter Filzmoser
Do expert-defined or diagnostically-labeled data groups align with clusters inferred through statistical modeling? If not, where do discrepancies between predefined labels and mode…
stat.ME2024
Sparse outlier-robust PCA for multi-source data
Patricia Puchhammer, Ines Wilms, Peter Filzmoser
Sparse and outlier-robust Principal Component Analysis (PCA) has been a very active field of research recently. Yet, most existing methods apply PCA to a single dataset whereas mul…