This work considers methods for imposing sparsity in Bayesian regression with applications nonlinear system identification. We first review automatic relevance determination (ARD) and analytically demonstrate the need to additional regularization or thresholding achieve sparse models. then discuss two classes of methods, based based, which build on ARD learn parsimonious solutions linear proble...

Determination of the position of the subtalar joint axis is being more widely used clinically to facilitate the prescription of foot orthoses and the understanding of foot function, but clinical determination of the axis has not been widely investigated. The aim of this study was to determine the relationship between clinical determination of the subtalar joint axis and the amount of force need...