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Estimating system response to a regime shift: some evidence on international asset pricing

Ralf Östermark (Åbo Akademi University, Department of Business Administration, Finland)
Rune Höglund (Åbo Akademi University, Department of Business Administration, Finland)
Henrik Saxén (Åbo Akademi University, Department of Business Administration, Finland)

Kybernetes

ISSN: 0368-492X

Article publication date: 1 August 1999

116

Abstract

In this paper we try to assess how a weighted shares index and corresponding futures index respond to a change in the short‐term interest rate. Three methods are applied in analysing the data: an error correction regression method, a state space method and a neural network method. Results indicate presence of cointegration in the data set. A sensitivity analysis of each model was carried out by studying the evolution of the predictions after the studied time period, using deterministic values of the inputs. An analysis of the influence of an interest rate shock yielded interesting results. In the neural network model, again, more complicated response patterns were observed.

Keywords

Citation

Östermark, R., Höglund, R. and Saxén, H. (1999), "Estimating system response to a regime shift: some evidence on international asset pricing", Kybernetes, Vol. 28 No. 6/7, pp. 732-752. https://doi.org/10.1108/03684929910282980

Publisher

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MCB UP Ltd

Copyright © 1999, MCB UP Limited

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