Universally sloppy parameter sensitivities in systems biology models.

Quantitative computational models play an increasingly important role in modern biology. Such models typically involve many free parameters, and assigning their values is often a substantial obstacle to model development. Directly measuring in vivo biochemical parameters is difficult, and collective...

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Bibliographic Details
Main Authors: Ryan N Gutenkunst, Joshua J Waterfall, Fergal P Casey, Kevin S Brown, Christopher R Myers, James P Sethna
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2007-10-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC2000971?pdf=render