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Parallel Tempering with Lasso for model reduction in systems biology

Systems Biology models reveal relationships between signaling inputs and observable molecular or cellular behaviors. The complexity of these models, however, often obscures key elements that regulate emergent properties. We use a Bayesian model reduction approach that combines Parallel Tempering wit...

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Detalles Bibliográficos
Autores principales: Gupta, Sanjana, Lee, Robin E. C., Faeder, James R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082068/
https://www.ncbi.nlm.nih.gov/pubmed/32150537
http://dx.doi.org/10.1371/journal.pcbi.1007669

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