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Return sign forecasts based on conditional risk: Evidence from the UK stock market index

Thanaset Chevapatrakul ()

Journal of Banking & Finance, 2013, vol. 37, issue 7, 2342-2353

Abstract: Recent theoretical works have found a link between return sign forecastability and conditional volatility. This paper compares the predictive performance of the conditional country risk and the conditional residual risk in forecasting the direction of change in the return on the UK stock market index. The conditional country risk and the conditional residual risk are estimated using the bivariate BEKK-GARCH technique and the direction of change in the UK stock market index is modelled using the binary logit approach. Both the in-sample and the out-of-sample predictions suggest that, as a predictor, the conditional residual risk is superior to the conditional country risk. Our findings support the residual risk model while contradicting the traditional capital asset pricing model (CAPM). Moreover, our tactical asset allocation simulations show that when the conditional residual risk is used in conjunction with multiple-threshold trading strategies to guide the investment decisions, the actively managed portfolio achieves greater returns than the return on a buy and hold portfolio.

Keywords: Asset pricing; Asset price volatility; Multivariate GARCH; Limited-dependent variable approach (search for similar items in EconPapers)
JEL-codes: C21 C32 C51 C53 G12 G17 (search for similar items in EconPapers)
Date: 2013
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Citations: View citations in EconPapers (15)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:jbfina:v:37:y:2013:i:7:p:2342-2353

DOI: 10.1016/j.jbankfin.2013.01.033

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