Approximate Bayesian Computation via Population Monte Carlo and Classification

Charlie Rogers-Smith, Henri Pesonen, Samuel Kaski

Approximate Bayesian computation (ABC) methods can be used to sample from posterior distributions when the likelihood function is unavailable or intractable, as is often the case i…