Real effective exchange rate index is considered an important economic indicator. We re-construct a trade- weighted measure of Taiwan's real effective exchange rate, and examine its time series properties. Our major findings include: (1)variation of changes in export and import, due to the arbitraging mechanism, explains a limited amount of the index variation, and (2)the index demonstrates a superior out-of sample prediction performance to most of the available indices. Thus the trade-weighted index generally serves well as a measure of national competitiveness, and summarizes useful information about trade pattern.