The Art of Not Knowing: Accommodating Structured Missingness in Biomedical Research
Barbora Rehák Bučková, Charlotte Fraza, Cecilie Koldbaek, Camilla Bärthel Flaaten, Linn Sofie Sæther, Giulia Cattarinussi, Karen S. Ambrosen, Ole A. Andreassen, Lars Tjelta Westlye, Christian F. Beckmann, Bjørn Hylsebeck Ebdrup, Paola Dazzan, Torill Ueland, Robin Mitra, André F. Marquand
This paper addresses structured missingness in biomedical data by introducing a hierarchical imputation framework and advocating for alternative evaluation metrics.
bioRxiv · Jun 7, 2025 · PreprintNeuroscience