David R. Westhead

Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data

The independence assumption between random variables is a useful tool to increase the tractability of a modelling framework. However, this assumption can be too simplistic; failing to take dependencies into account can cause models to fail dramatically. The field of multi-axis graphical modelling…