Tina Toni

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

Tina Toni, David Welch, Natalja Strelkowa et al. · Journal of The Royal Society Interface · 2008 · 1.6K citations · Full text

Bayesian Statistic, Parameter Estimation, Engineering +16

Simulation-based model selection for dynamical systems in systems and population biology

Tina Toni, Michael P. H. Stumpf · Bioinformatics · 2009 · 270 citations · Full text

A framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computation

Juliane Liepe, Paul Kirk, Sarah Filippi et al. · Nature Protocols · 2014 · 241 citations · Full text

Parameter Identification, Engineering, Computational Biology +8

ABC-SysBio—approximate Bayesian computation in Python with GPU support

Juliane Liepe, C. Barnes, Erika Cule et al. · Bioinformatics · 2010 · 142 citations · Full text

Model Selection in Systems Biology Depends on Experimental Design

Daniel Silk, Paul Kirk, C. Barnes et al. · PLoS Computational Biology · 2014 · 75 citations · Full text

Engineering, Model Selection Analysis, Uncertainty Quantification +12