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Forecaster heterogeneity, surprises and financial markets

Author

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  • Marcello Pericoli

    (Bank of Italy)

  • Giovanni Veronese

    (Bank of Italy)

Abstract

We analyze the impact of US macroeconomic surprises and forecaster heterogeneity on the USD/EUR exchange rate and US and German long-term interest rates from 1999 to 2014. We show how a direct proxy of macroeconomic disagreement, given by the heterogeneity of beliefs among forecasters regarding the upcoming macroeconomic release, matters to explain the daily and intra-day movements. Surprises impact more strongly long-term yields and the exchange rate when forecaster heterogeneity is smaller. This result, holds for the main US macroeconomic surprises and is robust to the frequency of the data used in the estimation. However the sensitivity changes with the sample. To this end, we show how estimating the same regressions in a pre-crisis period, a crisis period, and an unconventional monetary policy period there is evidence of time variation in the responses: unconventional monetary policies attenuated the response of the exchange rate to US\ macroeconomic news, while no major change occurred for long-term interest rates in the US and in the euro area. The disagreement regimes remain relevant in determining an asymmetric response of these asset prices. Our finding underscores the importance of considering beliefs heterogeneity to describe the behavior of asset prices even at high frequency.

Suggested Citation

  • Marcello Pericoli & Giovanni Veronese, 2015. "Forecaster heterogeneity, surprises and financial markets," Temi di discussione (Economic working papers) 1020, Bank of Italy, Economic Research and International Relations Area.
    • Handle: RePEc:bdi:wptemi:td_1020_15
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    References listed on IDEAS

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    Cited by:

    1. Luca Brugnolini & Antonello D’Agostino & Alex Tagliabracci, 2021. "Is Anything Predictable in Market-Based Surprises?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 7(3), pages 387-410, November.
    2. Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2018. "Exchange rates and macro news in emerging markets," Research in International Business and Finance, Elsevier, vol. 46(C), pages 516-527.
    3. Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2016. "Macro news and stock returns in the Euro area: A VAR-GARCH-in-mean analysis," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 180-188.

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    More about this item

    Keywords

    surprises; forecaster heterogeneity; foreign exchange; long-term interest rates; unconventional monetary policy;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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