Advances in statistical methods for large-scale binary-valued neuroimaging data

<p>White matter lesions are common in the ageing brain and their size, location, and evolution have been shown to be informative of diagnosis, treatment, or prevention of neurological conditions such as multiple sclerosis. The work presented in this thesis explores the use of voxel-based appro...