Bayesian prediction algorithm

1. Use Bayes rule to get posterior distribution - can use sampling algorithm to approximate the distribution
2. Sample from posterior
3. Use sampled ‘s (and if you need to) to draw realizations from the distribution function - this is the ‘new’ likelihood function.

These draws from this algorithm are from the Posterior Predictive Distribution

---

References

@lancaster2004 - Chapter 2