Rafael S. Paixão

Zero Variance and Hamiltonian Monte Carlo Methods in GARCH Models

2017 · arXiv (Cornell University)

In this paper, we develop Bayesian Hamiltonian Monte Carlo methods for inference in asymmetric GARCH models under different distributions for the error term. We implemented Zero-variance and Hamiltonian Monte Carlo schemes for parameter estimation to …