63 citations · 246 across the 20 of their papers we have counts for
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stat.ME2016★ 4 cited
Likelihood-free stochastic approximation EM for inference in complex models
Umberto Picchini
A maximum likelihood methodology for the parameters of models with an intractable likelihood is introduced. We produce a likelihood-free version of the stochastic approximation exp…
stat.AP2016★ 20 cited
Bayesian inference for stochastic differential equation mixed effects models of a tumor xenography study
Umberto Picchini, Julie Lyng Forman
We consider Bayesian inference for stochastic differential equation mixed effects models (SDEMEMs) exemplifying tumor response to treatment and regrowth in mice. We produce an exte…