32 citations · 35 across the 4 of their papers we have counts for
4 papers
Overview of Approximate Bayesian Computation
S. A. Sisson, Y. Fan, M. A. Beaumont
This Chapter, "Overview of Approximate Bayesian Computation", is to appear as the first chapter in the forthcoming Handbook of Approximate Bayesian Computation (2018). It details t…
ABC Samplers
Y. Fan, S. A. Sisson
This Chapter, "ABC Samplers", is to appear in the forthcoming Handbook of Approximate Bayesian Computation (2018). It details the main ideas and algorithms used to sample from the…
Noncrossing simultaneous Bayesian quantile curve fitting
T. Rodrigues, J. -L. Dortet-Bernadet, Y. Fan
Bayesian simultaneous estimation of nonparametric quantile curves is a challenging problem, requiring a flexible and robust data model whilst satisfying the monotonicity or noncros…
A note on target distribution ambiguity of likelihood-free samplers
S. A. Sisson, G. W. Peters, M. Briers +1
Methods for Bayesian simulation in the presence of computationally intractable likelihood functions are of growing interest. Termed likelihood-free samplers, standard simulation al…