In an attempt to determine the predictability of ASEAN exchange rates, five currencies including Malaysian ringgit, Thailand baht, Singapore dollar, Indonesian rupiah and the Philippines peso, denominated in US dollar as well as Japanese yen, were modeled using advanced time series analysis....