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Regime switching in stock market returns

Huntley Schaller and Simon van Norden ()

Applied Financial Economics, 1997, vol. 7, issue 2, 177-191

Abstract: An extension of Hamilton's Markov switching techniques (Hamilton, J. B., 1989, A new approach to the economic analysis of nonstationary time series and the business cycle, Econometrica, 57, 357-84) is used to describe and analyse stock market returns. Using new tests, very strong evidence is found for switching behaviour. A major innovation is to use a multivariate specification that allows examination of whether the price/dividend ratio has marginal predictive power for stock market returns after accounting for state-dependent switching. We find strong evidence of predictability. The response of returns to the past price/dividend ratio is strongly asymmetric - about four times larger in the low-return state than in the high-return state. A second innovationis to allow the probability of transitions from one regime to another to depend on economic variables; again there is an asymmetric response to the past price/dividend ratio.

Date: 1997
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Working Paper: Regime Switching in Stock Market Returns (1995) Downloads
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DOI: 10.1080/096031097333745

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