A characterization of the alpha-connections on the statistical manifold of normal distributions

Abstract

We show that the statistical manifold of normal distributions is homogeneous. In particular, it admits a $2$-dimensional solvable Lie group structure. In addition, we give a geometric characterization of the Amari-Chentsov $\alpha$-connections on the Lie group.

arXiv comment9 pages, no figure