Kim, Sangjoon; Shephard, Neil; Chib, Siddhartha - EconWPA - 1996
In this paper, Markov chain Monte Carlo sampling methods are exploited to provide a unified, practical likelihood-based framework for the analysis of stochastic volatility models. A highly effective method is developed that samples all the unobserved volatilities at once using an approximating...