1. Department of Mathematics, Faculty of Mathematical Sciences, University for Development Studies, Tamale, Ghana
2. Department of Agricultural and Resource Economics, Faculty of Agribusiness and Communication Sciences, University for Development Studies, Tamale, Ghana