Yasunobu Wakashiro Asahikawa University   3-23-1-9 Nagayama Asahikawa, Hokkaido 079-8501 Japan   yasunobu.wakashiro@gmail.com             JEL Areas: Q4 : Energy: General C4 : Econometric and Statistical Methods: Special Topics