1.6k citations · 1.6k across the 2 of their papers we have counts for
2 papers
q-bio.QM2009★ 1 cited
Parameter inference and model selection in signaling pathway models
Tina Toni, Michael P. H. Stumpf
To support and guide an extensive experimental research into systems biology of signaling pathways, increasingly more mechanistic models are being developed with hopes of gaining f…
stat.CO2009★ 1.6k cited
Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
Tina Toni, David Welch, Natalja Strelkowa +2
Approximate Bayesian computation methods can be used to evaluate posterior distributions without having to calculate likelihoods. In this paper we discuss and apply an approximate…