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Stochastic Parameter Estimation in Biochemical Signalling Pathways

Published on Sep 07, 20073965 Views

It is common when modelling biochemical networks to use qualitative information such as the general ODE model structure so as to proceed in parameter estimation while at the same time retaining the

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Chapter list

Stochastic Parameter Estimation Using PDF Shaping00:00
Overview00:13
Introduction: Systems Biology and Systems ID01:02
Introduction: Method Formulation01:37
Why PDF Shaping?02:26
Parameter Estimation Using PDF Shaping: Advantages03:32
Model Justification04:39
Modeling Assumptions07:08
Method Description: Assumptions07:42
Method Description: Formulation08:20
Examples: Simple Monomolecular Reaction Model09:31
Conclusions11:46
Future Research12:39
References14:18