Sensitivity Analysis of Ordinary Differential Equations

Performs sensitivity analysis in ordinary differential equation (ode) models. The package utilize the ode interface from 'deSolve' and connects it with the sensitivity analysis from 'sensitivity'. Additionally we add a method to run the sensitivity analysis on variables with class 'ODEnetwork'. A detailed plotting function provides outputs on the calculations. The method is described by Weber, Theers, Surmann, Ligges, and Weihs (2018) .


Sensitivity Analysis of ODE Models

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A package to perform sensitivity analysis for ordinary differential equation (ode) models, e.g. the FitzHugh-Nagumo equations (cf. Ramsay et al., 2007) or low frequency oscillations (LFOs) in an electrical system (cf. Surmann et al., 2014). The package utilizes the ode interface from deSolve and connects it with the sensitivity analysis from sensitivity. Additionally we add a method to run the sensitivity analysis on variables with class ODEnetwork. A detailed plotting function provides outputs on the calculations.

News

ODEsensitivity 1.1.2

  • maintenance release to fix tests

ODEsensitivity 1.1.1

  • add reference to TechReport

ODEsensitivity 1.1.0

  • add vignette
  • release to CRAN

ODEsensitivity 1.0.0

  • first version

Reference manual

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install.packages("ODEsensitivity")

1.1.2 by Dirk Surmann, 5 months ago


https://github.com/surmann/ODEsensitivity


Report a bug at https://github.com/surmann/ODEsensitivity/issues


Browse source code at https://github.com/cran/ODEsensitivity


Authors: Frank Weber [aut] , Stefan Theers [aut] , Dirk Surmann [ctb, cre]


Documentation:   PDF Manual  


LGPL-3 license


Depends on checkmate, deSolve, ODEnetwork, sensitivity

Suggests covr, knitr, parallel, rmarkdown, testthat


See at CRAN