2 papers
stat.CO2019
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood
Ziwen An, Leah F South, Christopher Drovandi
Bayesian synthetic likelihood (BSL) is a popular method for estimating the parameter posterior distribution for complex statistical models and stochastic processes that possess a c…
stat.CO2018
Robust Bayesian Synthetic Likelihood via a Semi-Parametric Approach
Ziwen An, David J. Nott, Christopher Drovandi
Bayesian synthetic likelihood (BSL) is now a well established method for performing approximate Bayesian parameter estimation for simulation-based models that do not possess a trac…