Inference for stochastic volatility models using time change transformations

Konstantinos Kalogeropoulos, Gareth O. Roberts, Petros Dellaportas

We address the problem of parameter estimation for diffusion driven stochastic volatility models through Markov chain Monte Carlo (MCMC). To avoid degeneracy issues we introduce an…