English

High-dimensional ABC

Computation 2018-02-28 v1 Methodology Machine Learning

Abstract

This Chapter, "High-dimensional ABC", is to appear in the forthcoming Handbook of Approximate Bayesian Computation (2018). It details the main ideas and concepts behind extending ABC methods to higher dimensions, with supporting examples and illustrations.

Cite

@article{arxiv.1802.09725,
  title  = {High-dimensional ABC},
  author = {D. J. Nott and V. M. -H. Ong and Y. Fan and S. A. Sisson},
  journal= {arXiv preprint arXiv:1802.09725},
  year   = {2018}
}