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We propose a new class of observation-driven time-varying parameter models for dynamic volatilities and correlations to handle time series from heavy-tailed distributions. The model adopts generalized autoregressive score dynamics to obtain a time-varying covariance matrix of the multivariate...
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This study examines the dynamic correlations and hedge ratios of precious metal stock returns of the Johannesburg stock exchange in pre- and post-COVID scenarios to determine if they can be used to hedge against adverse market movements. The study uses daily return series of four gold stocks and...
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bond-yield volatility than shocks to the underlying fundamentals. In a second step, we develop a correlation and causality …This paper explores the evolving relationship in the volatility of sovereign yields in the European Economic and …-2010 period. In a first step, we decompose volatility in permanent and transitory components using Engel and Lee (1999)'s …
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financial investments has been debated in the literature. In this study, we compare the volatility of rates of return of …, it is important to model and quantify it. The conditional volatility models from the GARCH family and tail …
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