Exchange rate forecasting, order flow and macroeconomic information

Dagfinn Rime (), Lucio Sarno and Elvira Sojli

No 2007/02, Working Paper from Norges Bank

Abstract: This paper investigates the empirical relation between order flow and macroeconomic information in the foreign exchange market, and the ability of microstructure models based on order flow to outperform a naive random walk benchmark. If order flow reflects heterogeneous beliefs 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 for three major exchange rates, we demonstrate that order flow is intimately related to a broad set of current and expected macroeconomic fundamentals. More importantly, we find that order flow is a powerful predictor of daily movements in exchange rates in an out-of-sample exercise. The Sharpe ratio obtained from allocating funds using forecasts generated by an order flow model is generally above unity and substantially higher than the Sharpe ratios obtained from alternative models, including the random walk model.

Keywords: Exchange rate; Microstructure; Order flow; Forecasting; Macroeconomic news. (search for similar items in EconPapers)
JEL-codes: F31 F41 G10 (search for similar items in EconPapers)
Pages: 43 pages
Date: 2007-04-20
New Economics Papers: this item is included in nep-cba, nep-for, nep-ifn and nep-mst
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (15)

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https://www.norges-bank.no/en/news-events/news-pub ... apers/2007/WP-20072/

Related works:
Journal Article: Exchange rate forecasting, order flow and macroeconomic information (2010)
Working Paper: Exchange Rate Forecasting, Order Flow and Macroeconomic Information (2009)
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Persistent link: https://EconPapers.repec.org/RePEc:bno:worpap:2007_02

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