Approximate Bayesian Computation with the Wasserstein Distance
Approximate Bayesian Computation with the Wasserstein Distance
A growing number of generative statistical models do not permit the numerical evaluation of their likelihood functions. Approximate Bayesian computation (ABC) has become a popular approach to overcome this issue, in which one simulates synthetic data sets given parameters and compares summaries of these data sets with the corresponding observed …