Statistical estimation for multivariate distributions encompasses a broad array of techniques designed to infer the joint behaviour of multiple variables. Parametric approaches such as maximum ...
Graphical models provide a robust framework for representing the conditional independence structure between variables through networks, enabling nuanced insight into complex high-dimensional data.