Stochastic Volatily Models using Hamiltonian Monte Carlo Methods and Stan

David S. Dias, Ricardo S. Ehlers

This paper presents a study using the Bayesian approach in stochastic volatility models for modeling financial time series, using Hamiltonian Monte Carlo methods (HMC). We propose…