3 papers
stat.CO2018
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…
stat.CO2018
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…
stat.ME2017
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…