Abstract
Under the background that China is about to launch options on futures trading, we investigate quantitatively the leverage effect and the degree of fat-tails in China's futures market in a Bayesian approach by using the tochastic volatility models. To estimate the parameters of the models, Markov Chain Monte Carlo (MCMC) method and Gibbs sampling are applied.
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