The price forecast for commodities is even more critical for developing countries like India Many developing countries derive their substantial national income from commodities, almost entire or substantial export earnings are commodity based, large fraction of population derives its sustenance from commodities, and economic growth is driven by commodities. For them, a reliable model for price volatility and price forecast can result in substantial improvement in current and future welfare.