The nancial market, include the bond market, the stock market, the commodity market and the exchange market have been described by stochastic models. But this has led to an over-reliance on particular models and a disregard of the possibility of model misspeci cation. In this talk, we choose singular spectrum analysis as an alternative, to predict daily exchange rates in four of the BRICS emerging economies.