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stat.CO2022
Rare event ABC-SMC
Ivis Kerama, Thomas Thorne, Richard G. Everitt
Approximate Bayesian computation (ABC) is a well-established family of Monte Carlo methods for performing approximate Bayesian inference in the case where an ``implicit'' model is…
stat.CO2011
Considerate Approaches to Achieving Sufficiency for ABC model selection
Chris Barnes, Sarah Filippi, Michael P. H. Stumpf +1
For nearly any challenging scientific problem evaluation of the likelihood is problematic if not impossible. Approximate Bayesian computation (ABC) allows us to employ the whole Ba…