Multi-level Approximate Bayesian Computation
Multi-level Approximate Bayesian Computation
Following Bayes' theorem, the likelihood, P[D | θ], relates the posterior distribution to the prior :For many mechanistic models, the likelihood is intractable, rendering many Bayesian inference methods infeasible [8].As a likelihood-free method, ABC is unaffected and is often able to infer parameters with a high degree of accuracy.ABC uses …