Graphical models provide a robust framework for representing the conditional independence structure between variables through networks, enabling nuanced insight into complex high-dimensional data.

In order to answer a research question (ultimately the end goal), data must be organised, this involves both numerical and graphical summaries. Summaries have several roles; they help us to understand ...

Graphical models form a cornerstone of modern data analysis by providing a visually intuitive framework to represent and reason about the complex interdependencies among variables. In particular, ...