Naoki Hiramoto Tokyo University of Science   1-3 Kagurazaka Shinjuku, Tokyo 162-8601   naoki.hiramoto.tus@gmail.com             JEL Areas: C0 : Mathematical and Quantitative Methods: General C4 : Econometric and Statistical Methods: Special Topics