Sam Davenport
Gaussian Processes, fMRI data, Resampling methods, Random Field Theory
I am a 3rd year PhD student on the Oxford-Warwick Statistics Programme (OxWaSP) supervised by Thomas E. Nichols and Armin Schwartzman and affliated with the Big Data Institute. I work on developing statistical methods with applications in Neuroimaging, Astrophysics and beyond. In particular I am focussing on Random Field theory (developing methods for voxelwise and clusterwise inference as well as central limit theorems for the locations of peaks) and Selective Inference (correcting for the effect of selection in fMRI and VBM datasets).