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Time-varying betas in Central and Eastern European markets: a bivariate BEKK GARCH approach

Sorin Anton () and Marie Ochem

International Journal of Economic Policy in Emerging Economies, 2013, vol. 6, issue 2, 107-121

Abstract: In this paper, we analyse country risk of eight Central and Eastern European (CEE) countries by calculating time-varying betas. We have used daily closing prices of indices from 3 June 2002 through 2 December 2011, resulting in 2021 observations. The time-varying betas where calculated by applying multivariate GARCH BEKK models under multivariate normal distribution of errors. Results indicate that BEKK models are appropriate on estimating time-varying beta for Czech Republic, Hungary, Estonia, Lithuania, Poland, Romania, and Russia, except for Latvia. Moreover, the behaviour of time-varying betas during the crisis differs between CEE markets. Countries with flat exchange rates seem to eliminate some of the country risk. For Romania and Hungary, time-varying beta increase was eliminated due to assistance of the International Monetary Fund during the crisis.

Keywords: time-varying beta; country risk; GARCH BEKK model; Central and Eastern Europe; CEE; financial crisis; stock index; emerging markets; Czech Republic; Estonia; Lithuania; Poland; Romania; Russia; Latvia; Hungary. (search for similar items in EconPapers)
Date: 2013
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