Evaluation of resampling-based inference for topological features of neuroimages
Simon Vandekar, Kaidi Kang, Neil D. Woodward, Anna Huang, Maureen McHugo, Shawn P. Garbett, Jeremy Stephens, Russell Taki Shinohara, Armin Schwartzman, Jeffrey D. Blume
The paper evaluates resampling methods for neuroimage topological features, finding that wild bootstrap and permutation perform well in larger samples, while GRF-based methods have inflated error rates.
bioRxiv · Dec 12, 2023 · PreprintNeuroscience