Tina Toni

发表

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

Sarah Filippi, Juliane Liepe, Paul Kirk, 2014, Nature Protocols.

The ABC of reverse engineering biological signalling systems.

Tina Toni, Maria Secrier, Michael P H Stumpf, 2009, Molecular bioSystems.

Approximate Bayesian inference and model selection in systems biology

Tina Toni, 2010 .

Combined Model of Intrinsic and Extrinsic Variability for Computational Network Design with Application to Synthetic Biology

Bruce Tidor, Tina Toni, B. Tidor, 2013, PLoS Comput. Biol..

ABC SMC for parameter estimation and model selection with applications in systems biology

Tina Toni, 2011 .

Parameter inference for biochemical systems that undergo a Hopf bifurcation.

Tina Toni, Michael P H Stumpf, Paul D W Kirk, 2008, Biophysical journal.

Model Selection in Systems Biology Depends on Experimental Design

Paul D. W. Kirk, Michael P. H. Stumpf, Tina Toni, 2014, PLoS Comput. Biol..

Tutorial on ABC rejection and ABC SMC for parameter estimation and model selection

Michael P. H. Stumpf, Tina Toni, M. Stumpf, 2009, 0910.4472.

From qualitative data to quantitative models: analysis of the phage shock protein stress response in Escherichia coli

Michael P. H. Stumpf, Tina Toni, Maxime Huvet, 2011, BMC Systems Biology.

Inference of Signalling Pathway Models

Michael P. H. Stumpf, Juliane Liepe, Tina Toni, 2011 .

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

Michael P. H. Stumpf, Tina Toni, M. Stumpf, 2009, Bioinform..

Designing attractive models via automated identification of chaotic and oscillatory dynamical regimes

Tina Toni, Daniel Silk, Chris P. Barnes, 2011, Nature communications.

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

Erika Cule, Paul D. W. Kirk, Michael P. H. Stumpf, 2010, Bioinform..

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

David Welch, Tina Toni, Michael P H Stumpf, 2009, Journal of The Royal Society Interface.

Approximate Bayesian computation for parameter inference and model selection in systems biology

Tina Toni, T. Toni, 2010 .

Parameter inference and model selection in signaling pathway models.

Tina Toni, Michael P H Stumpf, M. Stumpf, 2009, Methods in molecular biology.

Elucidating the in vivo phosphorylation dynamics of the ERK MAP kinase using quantitative proteomics data and Bayesian model selection.

Tina Toni, Michael P H Stumpf, Shinya Kuroda, 2012, Molecular bioSystems.

Model-based evolutionary analysis: the natural history of phage-shock stress response.

Tina Toni, Michael P H Stumpf, Maxime Huvet, 2009, Biochemical Society transactions.