Approximate Bayesian Computation with Path Signatures

Joel Dyer, Patrick Cannon, Sebastian M Schmon

Simulation models often lack tractable likelihood functions, making likelihood-free inference methods indispensable. Approximate Bayesian computation generates likelihood-free post…