This article describes some geometric aspects of a class of affine connections in homogeneous spaces, that emerged in an earlier paper by the authors, related to the geometry of statistical models. We describe the geodesics as well some properties of the curvature of these connections. (C) 2002 Elsevier Science B.V. All rights reserved.4741700369377