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Private Information and a Macro Model of Exchange Rates: Evidence from a Novel Data Set

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Author Info
Menzie D. Chinn
Michael J. Moore

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Abstract

We propose an exchange rate model which is a hybrid of the conventional specification with monetary fundamentals and the Evans-Lyons microstructure approach. It argues that the failure of the monetary model is principally due to private preference shocks which render the demand for money unstable. These shocks to liquidity preference are revealed through order flow. We estimate a model augmented with order flow variables, using a unique data set: almost 100 monthly observations on inter-dealer order flow on dollar/euro and dollar/yen. The augmented macroeconomic, or "hybrid", model exhibits out of sample forecasting improvement over the basic macroeconomic and random walk specifications.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14175.

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Date of creation: Jul 2008
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Handle: RePEc:nbr:nberwo:14175

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Find related papers by JEL classification:
D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information
F31 - International Economics - - International Finance - - - Foreign Exchange
F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Menzie D. Chinn & Ron Alquist, 2006. "Conventional and Unconventional Approaches to Exchange Rate Modeling and Assessment," NBER Working Papers 12481, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  2. Martin Evans & Richard Lyons, 1999. "Order Flow and Exchange Rate Dynamics," Research Program in Finance, Working Paper Series 1007, Research Program in Finance, Institute for Business and Economic Research, UC Berkeley. [Downloadable!]
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  3. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February. [Downloadable!] (restricted)
  4. Parlour, Christine A, 1998. "Price Dynamics in Limit Order Markets," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 11(4), pages 789-816.
  5. Gourinchas, Pierre-Olivier & Rey, Hélène, 2005. "International Financial Adjustment," CEPR Discussion Papers 4923, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  6. Killeen, William P. & Lyons, Richard K. & Moore, Michael J., 2006. "Fixed versus flexible: Lessons from EMS order flow," Journal of International Money and Finance, Elsevier, vol. 25(4), pages 551-579, June. [Downloadable!] (restricted)
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  7. Martin D.D. Evans & Richard K. Lyons, 2005. "Meese-Rogoff Redux: Micro-Based Exchange Rate Forecasting," NBER Working Papers 11042, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  8. Adrien Verdelhan, 2006. "A Habit-Based Explanation of the Exchange Rate Risk Premium," Computing in Economics and Finance 2006 217, Society for Computational Economics. [Downloadable!]
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  9. Cheung, Yin-Wong & Lai, Kon S, 1993. "Finite-Sample Sizes of Johansen's Likelihood Ration Tests for Conintegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(3), pages 313-28, August.
  10. Clark, Todd E. & West, Kenneth D., 2006. "Using out-of-sample mean squared prediction errors to test the martingale difference hypothesis," Journal of Econometrics, Elsevier, vol. 135(1-2), pages 155-186. [Downloadable!] (restricted)
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  11. Martin D. D. Evans & Richard K. Lyons, 2003. "How is Macro News Transmitted to Exchange Rates?," NBER Working Papers 9433, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  12. Flood, Robert P & Rose, Andrew K, 1999. "Understanding Exchange Rate Volatility without the Contrivance of Macroeconomics," Economic Journal, Royal Economic Society, vol. 109(459), pages F660-72, November. [Downloadable!] (restricted)
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  13. Yin-Wong Cheung & Menzie Chinn & Antonio Garcia Pascual, 2003. "What Do We Know about Recent Exchange Rate Models? In-Sample Fit and Out-of-Sample Performance Evaluated," Santa Cruz Department of Economics, Working Paper Series 1034, Department of Economics, UC Santa Cruz. [Downloadable!]
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  14. Moore, Michael J. & Roche, Maurice J., 2008. "Volatile and persistent real exchange rates with or without sticky prices," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 423-433, March. [Downloadable!] (restricted)
  15. Lee, Charles M C & Ready, Mark J, 1991. " Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-46, June. [Downloadable!] (restricted)
  16. Cheung, Yin-Wong & Chinn, Menzie D. & Pascual, Antonio Garcia, 2005. "Empirical exchange rate models of the nineties: Are any fit to survive?," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1150-1175, November. [Downloadable!] (restricted)
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  17. Burton Hollifield & Robert A. Miller & Patrik Sandas, 2004. "Empirical Analysis of Limit Order Markets," Review of Economic Studies, Blackwell Publishing, vol. 71(4), pages 1027-1063, October. [Downloadable!] (restricted)
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  18. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
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  19. Maurice J. Roche & Michael J. Moore, 2007. "Solving Exchange Rate Puzzles with neither Sticky Prices nor Trade Costs," Economics, Finance and Accounting Department Working Paper Series n1750507, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth. [Downloadable!]
  20. Moore, Michael J. & Roche, Maurice J., 2002. "Less of a puzzle: a new look at the forward forex market," Journal of International Economics, Elsevier, vol. 58(2), pages 387-411, December. [Downloadable!] (restricted)
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  21. David W. Berger & Alain P. Chaboud & Sergey V. Chernenko & Edward Howorka & Jonathan H. Wright, 2006. "Order flow and exchange rate dynamics in electronic brokerage system data," International Finance Discussion Papers 830, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Rime, Dagfinn & Sarno, Lucio & Sojli, Elvira, 2009. "Exchange Rate Forecasting, Order Flow and Macroeconomic Information," CEPR Discussion Papers 7225, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  2. Jacob Gyntelberg & Mico Loretan & Tientip Subhanij & Eric Chan, 2009. "Private information, stock markets, and exchange rates," BIS Working Papers 271, Bank for International Settlements. [Downloadable!]
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