Efficient Bayesian estimation for GARCH-type models via Sequential Monte Carlo

Dan Li, Adam Clements, Christopher Drovandi

The advantages of sequential Monte Carlo (SMC) are exploited to develop parameter estimation and model selection methods for GARCH (Generalized AutoRegressive Conditional Heteroske…