Novel Bayesian algorithms for ARFIMA long-memory processes: a comparison between MCMC and ABC approaches

James Cohen Gabor, Clara Grazian

This paper presents a comparative study of two Bayesian approaches - Markov Chain Monte Carlo (MCMC) and Approximate Bayesian Computation (ABC) - for estimating the parameters of a…