English, Article, Journal or magazine article edition: Market Timing and Return Prediction under Model Instability Allan Timmermann; M. Hashem Pesaran

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Physical Description
  • preprint
Language
  • English

Edition details

Title
  • Market Timing and Return Prediction under Model Instability
Author
  • Allan Timmermann
  • M. Hashem Pesaran
Physical Description
  • preprint
Notes
  • Despite mounting empirical evidence to the contrary, the literature on predictability of stock returns almost uniformly assumes a time-invariant relationship between state variables and returns. In this paper we propose a two-stage approach for forecasting of financial return series that are subject to breaks. The first stage adopts a reversed ordered Cusum (ROC) procedure to determine in real time when the most recent break has occurred. In the second stage, post-break data is used to estimate the parameters of the forecasting model. We compare this approach to existing alternatives for dealing with parameter instability such as the Bai-Perron method and the time-varying parameter model. An out-of-sample forecasting experiment demonstrates considerable gains in market timing precision from adopting the proposed two-stage forecasting method.
  • RePEc:fmg:fmgdps:dp412
Language
  • English
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