101 citations · 214 across the 17 of their papers we have counts for
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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…
stat.CO2011★ 2 cited
On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo
Sarah Filippi, Chris Barnes, Julien Cornebise +1
Approximate Bayesian computation (ABC) has gained popularity over the past few years for the analysis of complex models arising in population genetic, epidemiology and system biolo…