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Automated parameter estimation for biological models using Bayesian statistical model checking

BACKGROUND: Probabilistic models have gained widespread acceptance in the systems biology community as a useful way to represent complex biological systems. Such models are developed using existing knowledge of the structure and dynamics of the system, experimental observations, and inferences drawn...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Hussain, Faraz, Langmead, Christopher J, Mi, Qi, Dutta-Moscato, Joyeeta, Vodovotz, Yoram, Jha, Sumit K
Format: Artigo
Language:Inglês
Published: BioMed Central 2015
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4674867/
https://ncbi.nlm.nih.gov/pubmed/26679759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-16-S17-S8
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