Linking data to models: data regression

  • Jaqaman K
  • Danuser G
  • 23

    Readers

    Mendeley users who have this article in their library.
  • N/A

    Citations

    Citations of this article.

Abstract

Mathematical models are an essential tool in systems biology, linking the behaviour of a system to the interactions between its components. Parameters in empirical mathematical models must be determined using experimental data, a process called regression. Because experimental data are noisy and incomplete, diagnostics that test the structural identifiability and validity of models and the significance and determinability of their parameters are needed to ensure that the proposed models are supported by the available data.

Author-supplied keywords

  • Animals
  • Computer Simulation
  • Humans
  • Microtubules
  • Models, Biological
  • Plant Physiological Phenomena
  • Regression Analysis
  • Stochastic Processes
  • Systems Biology
  • Systems Theory

Get free article suggestions today

Mendeley saves you time finding and organizing research

Sign up here
Already have an account ?Sign in

Find this document

Authors

  • K Jaqaman

  • G Danuser

Cite this document

Choose a citation style from the tabs below

Save time finding and organizing research with Mendeley

Sign up for free