In this paper, the Dynamic Bayesian Model Averaging (DMA) algorithm is used to establish the critical determinants of the nominal exchange rates of 5 currencies: CAD, EUR, GBP, CHF and JPY against the US dollar. My results indicate that the set of essential exchange rate predictors can...