176 citations · 683 across the 36 of their papers we have counts for
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stat.CO2017
An automatic adaptive method to combine summary statistics in approximate Bayesian computation
Jonathan U Harrison, Ruth E Baker
To infer the parameters of mechanistic models with intractable likelihoods, techniques such as approximate Bayesian computation (ABC) are increasingly being adopted. One of the mai…
stat.CO2017★ 32 cited
Multilevel rejection sampling for approximate Bayesian computation
David J. Warne, Ruth E. Baker, Matthew J. Simpson
Likelihood-free methods, such as approximate Bayesian computation, are powerful tools for practical inference problems with intractable likelihood functions. Markov chain Monte Car…