2 papers
stat.CO2018
A Guide to General-Purpose Approximate Bayesian Computation Software
Athanasios Kousathanas, Pablo Duchen, Daniel Wegmann
This Chapter, "A Guide to General-Purpose ABC Software", is to appear in the forthcoming Handbook of Approximate Bayesian Computation (2018). We present general-purpose software to…
stat.ME2015
Likelihood-free inference in high-dimensional models
Athanasios Kousathanas, Christoph Leuenberger, Jonas Helfer +3
Methods that bypass analytical evaluations of the likelihood function have become an indispensable tool for statistical inference in many fields of science. These so-called likelih…