Regression modelling is a basic tool of statistics, because it describes how one variable may depend on another. The aim of this course is to familiarize students with the basis of regression modelling, and of some related topics.

We will estbalish the major results in the representation theory of semisimple Lie algebras over the field of complex numbers, and that of the related algebraic groups.