Exchange rate forecasting, order flow and macroeconomic information
Journal of International Economics , Volume 80 - Issue 1 p. 72- 88
This paper adds to the research efforts that aim to bridge the divide between macro and micro approaches to exchange rate economics by examining the linkages between exchange rate movements, order flow and expectations of macroeconomic variables. The basic hypothesis tested is that if order flow reflects heterogeneous expectations about macroeconomic fundamentals, and currency markets learn about the state of the economy gradually, then order flow can have both explanatory and forecasting power for exchange rates. Using one year of high frequency data collected via a live feed from Reuters for three major exchange rates, we find that: i) order flow is intimately related to a broad set of current and expected macroeconomic fundamentals; ii) more importantly, order flow is a powerful predictor of daily movements in exchange rates in an out-of-sample exercise, on the basis of economic value criteria such as Sharpe ratios and performance fees implied by utility calculations.
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Rime, D, Sarno, L, & Sojli, E. (2010). Exchange rate forecasting, order flow and macroeconomic information. Journal of International Economics, 80(1), 72–88. doi:10.1016/j.jinteco.2009.03.005