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/methodology/approach - The authors use standard statistical tools that include Johansen cointegration test, linearity, normality tests …, cointegration regression, Granger causality and vector error correction model. Findings - The results of panel Johansen … cointegration analysis show that cointegration exists between the stock prices, the changes in stock prices due to inflation rates …
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In this paper, we review the most common specifications of discrete-time stochastic volatility (SV) models and illustrate the major principles of corresponding Markov Chain Monte Carlo (MCMC) based statistical inference. We provide a hands-on ap proach which is easily implemented in empirical...
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Intraday high-frequency data of stock returns exhibit not only typical characteristics (e.g., volatility clustering and the leverage effect) but also a cyclical pattern of return volatility that is known as intraday seasonality. In this paper, we extend the stochastic volatility (SV) model for...
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