380 citations · 496 across the 21 of their papers we have counts for
Showing 2015 · stat.COShow all
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stat.CO2015★ 25 cited
Summary Statistics in Approximate Bayesian Computation
Dennis Prangle
This document is due to appear as a chapter of the forthcoming Handbook of Approximate Bayesian Computation (ABC) edited by S. Sisson, Y. Fan, and M. Beaumont. Since the earliest w…
stat.CO2015
Adapting the ABC distance function
Dennis Prangle
Approximate Bayesian computation performs approximate inference for models where likelihood computations are expensive or impossible. Instead simulations from the model are perform…
stat.CO2015
Lazier ABC
Dennis Prangle
ABC algorithms involve a large number of simulations from the model of interest, which can be very computationally costly. This paper summarises the lazy ABC algorithm of Prangle (…