A flexible and parsimonious auto-regressive fractionally integrated moving average (ARFIMA) model is applied to examine both the long-term and short-term behavior of the US/NT spot rates. The approximate maximum likelihood methods are used for estimation. The fractional differencing parameter is found to be significantly different from zero, indicating that the US/NT spot rates exhibit long memory. We also find that the long-range persistence behavior is weaker after the “Negotiated Exchange Rate Systems” abolished on April 3, 1989.