Before revision: The main purpose of this tutorial is to introduce the particle Metropolis-Hastings (PMH) algorithm for parameter inference in nonlinear state space models (SSMs) .
After revision: We provide a gentle introduction to the particle Metropolis-Hastings (PMH) algorithm for parameter inference in nonlinear state space models (SSMs) .