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Microstructure Order Flow: Statistical and Economic Evaluation of Nonlinear Forecasts

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  • Cerrato, Mario
  • Kim, Hyunsok
  • MacDonald, Ronald

Abstract

In this paper we propose a novel empirical extension of the standard market microstructure order flow model. The main idea is that heterogeneity of beliefs in the foreign exchange market can cause model instability and such instability has not been fully accounted for in the existing empirical literature. We investigate this issue using two di¤erent data sets and focusing on out- of-sample forecasts. Forecasting power is measured using standard statistical tests and, additionally, using an alternative approach based on measuring the economic value of forecasts after building a portfolio of assets. We nd there is a substantial economic value on conditioning on the proposed models.

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File URL: http://repo.sire.ac.uk/handle/10943/237
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Bibliographic Info

Paper provided by Scottish Institute for Research in Economics (SIRE) in its series SIRE Discussion Papers with number 2010-107.

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Date of creation: 2010
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Handle: RePEc:edn:sirdps:237

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Keywords: microstructure; order flow; forecasting;

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  1. Della Corte, Pasquale & Sarno, Lucio & Tsiakas, Ilias, 2007. "An Economic Evaluation of Empirical Exchange Rate Models," CEPR Discussion Papers 6598, C.E.P.R. Discussion Papers.
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