British Journal of Economics, Management & Trade, ISSN: 2278-098X,Vol.: 8, Issue.: 2
Forecasting Refined Petroleum Products Prices in Ghana
Akyene Tetteh1* and Qi Xu1 1Glorious Sun School of Business and Management, Donghua University, 1882 Yan’an Road West, 200051, P.R. China.
Akyene Tetteh1* and Qi Xu1
1Glorious Sun School of Business and Management, Donghua University, 1882 Yan’an Road West, 200051, P.R. China.
(1) Paulo Jorge Silveira Ferreira, Superior School of Agriculture of Elvas (Polytechnic Institute of Portalegre), Portugal.
(1) K. K. Salam, Dept. of Chemical Engineering, Ladoke Akintola University of Technology, Nigeria.
(2) Anonymous, University of Los Andes, Colombia.
Complete Peer review History: http://www.sciencedomain.org/review-history/9311
Ghanaian’s demand for refined petroleum products keeps increasing although monthly prices of the product keeps rising. The paper aims to forecast refined petroleum products (gasoline, diesel, kerosene and LPG) future prices trends in Ghana. Employing benchmark techniques, cointegration, generalized autoregressive conditional heteroskedasticity (GARCH) and artificial neural network (ANN) to analyze in-sample (Jan-89 to Oct-14) and out-of-sample (Nov-14 to Dec-30) monthly data of refined petroleum products and socio-economic variables. The in-sample investigation result suggested that averagely refined petroleum products are uniformly priced in Ghana and LPG price is highly adjusted in times of refined petroleum product increment. Out-of-sample results indicates a steadily price surge of refined petroleum products in the future with ANN forecasting technique recording the best forecasting performance value.
Ghana; refined petroleum products; price; forecast.
Full Article - PDF Page 94-107
DOI : 10.9734/BJEMT/2015/17766Review History Comments