ENWe test whether forward premiums predict spot exchange rate returns for 16 currencies. We apply a recently developed time series predictability test that allows us to model data features including heteroskedasticity in forward premium. We discover return predictability for 75% (12/ 16) of currencies in our sample. Trading strategies show that investors can make more profits from our proposed forward premium model compared to a random walk model and foreign exchange carry trade model.