1. Department of Applied Statistics, Faculty of Economics and Management, National University of Rwanda, P.O. Box 124, Butare, Rwanda
2. Department of Human Geography and Urban and Regional Planning, Faculty of Geosciences, Utrecht University, Heidelberglaan 2, 3584 CS Utrecht, The Netherlands