Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model

Jingjing Li, David J. Nott, Yanan Fan +1

Approximate Bayesian computation (ABC) refers to a family of inference methods used in the Bayesian analysis of complex models where evaluation of the likelihood is difficult. Conv…