Particle Gibbs for Likelihood-Free Inference of State Space Models with Application to Stochastic Volatility

Zhaoran Hou, Samuel W. K. Wong

State space models (SSMs) are widely used to describe dynamic systems. However, when the likelihood of the observations is intractable, parameter inference for SSMs cannot be easil…