Unlike previous studies, we categorize the commodities for each sector, and see whether the effect of e-commerce
that reduces the amount of traditional trade or not. Since the smuggling data is unavailable, we need to set some more assumptions. Our study adopts the approach from Goel (2007), which studies the price and non price factors on amount of smuggling of cigarettes.