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A Method for Detecting Structural Breaks and an Application to the Turkish Stock Market


Erdem Basci


Bilkent University - Department of Economics

Sidika Basci


ESTIM Forecasting Center

Asad Zaman


International Institute of Islamic Economics

2000

METU Studies in Development, Vol. 27, No. 1-2, pp. 35-45, 2000

Abstract:     
We suggest a procedure for model update, based on detection of structural breaks at unknown change-points. The procedure makes use of the SupF test introduced by Andrews (1993). We apply this procedure for modelling the common stock index returns in the Istanbul Stock Exchange for the 11 year period of 1989 - 1999. The underlying model consists simply of a mean plus noise, with occasional jumps in the level of mean at unknown time instances. The problem is the detection of this jump and the corresponding model update. We find critical values for the SupF test statistic by using the Bootstrap method. A trading rule that uses the forecasts from the suggested procedure is observed to outperform the buy-and-hold strategy.

Number of Pages in PDF File: 10

Keywords: structural change, sup F test, rolling Chow test, Bootstrap

JEL Classification: C12, C22, C52

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Date posted: January 31, 2009  

Suggested Citation

Basci, Erdem, Basci, Sidika and Zaman, Asad, A Method for Detecting Structural Breaks and an Application to the Turkish Stock Market (2000). METU Studies in Development, Vol. 27, No. 1-2, pp. 35-45, 2000. Available at SSRN: http://ssrn.com/abstract=1335733

Contact Information

Erdem Basci
Bilkent University - Department of Economics ( email )
06533 Ankara
Turkey
Sidika Basci
ESTIM Forecasting Center ( email )
Sairler sok. 32/C
Gaziosmanpasa 06700
Turkey
Asad Zaman (Contact Author)
International Institute of Islamic Economics ( email )
New Campus
Sector H-10
Islamabad, 44000
Pakistan
92-51-9257939 (Phone)
92-51-9258019 (Fax)
Feedback to SSRN (Beta)


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