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stat.ML2018
Finding the needle in high-dimensional haystack: A tutorial on canonical correlation analysis
Hao-Ting Wang, Jonathan Smallwood, Janaina Mourao-Miranda +4
Since the beginning of the 21st century, the size, breadth, and granularity of data in biology and medicine has grown rapidly. In the example of neuroscience, studies with thousand…
stat.ME2018
Robust Spatial Extent Inference with a Semiparametric Bootstrap Joint Testing Procedure
Simon N. Vandekar, Theodore D. Satterthwaite, Cedric H. Xia +4
Spatial extent inference (SEI) is widely used across neuroimaging modalities to study brain-phenotype associations that inform our understanding of disease. Recent studies have sho…