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On the Look-Out for the Bear: Predicting Stock Market Downturns in G7 Countries

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Author Info

  • Christian Friedrich
  • Melanie Klein

Abstract

The paper examines the informational content of a series of macroeconomic indicator variables with the intention to predict stock market downturns - colloquially also referred to as `bear markets' - for G7 countries. The sample consists of monthly stock market indices and a set of exogenous indicator variables that are subject to examination, ranging from January 1970 to September 2008. The methodical approach is twofold. In the rst step, a modi ed version of the Bry-Boschan business cycle dating algorithm is used to identify bull and bear markets from the data by creating dummy variable series. In the second step, a substantial number of probit estimations is carried out, by regressing the newly identi ed dummy variable series on di erent speci cations of indicator variables. By applying widely used in- and out-of-sample measures, the speci cations are evaluated and the forecasting performance of the indicators is assessed. The results are mixed. While industrial production, and money stock measures seem to have no predictive power, short and long term interest rates, term spreads as well as unemployment rate exhibit some. Here, it is clearly possible to extract some informational content even three months in advance and so to beat the predictions made by a recursively estimated constant

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File URL: https://www.ifw-kiel.de/education/advanced-studies-program/kiel-advanced-studies-working-paper-series/2009/friedrich_klein.pdf
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Bibliographic Info

Paper provided by Kiel Institute for the World Economy in its series Kiel Advanced Studies Working Papers with number 451.

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Length: 34 pages
Date of creation: May 2009
Date of revision:
Handle: RePEc:kie:kieasw:451

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Related research

Keywords: Bear Market Predictions; Bry-Boschan; Probit Model;

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