Chapter 6 Approximating the Posterior

Learning objectives:

• Implement and examine the limitations of using grid approximation to simulate a posterior model.
• Explore the MCMC posterior simulation using R
• Learn several Markov chain diagnostics for examining the quality of an MCMC posterior simulation.

N.B. We will learn more about how MCMC works in the next chapter!