Provides a simple to use, intuitive, and extensible interface to several stochastic simulation algorithms for generating simulated trajectories of finite population continuous-time model. Currently it implements Gillespie's exact stochastic simulation algorithm (Direct method) and several approximate methods (Explicit tau-leap, Binomial tau-leap, and Optimized tau-leap). The package also contains a library of template models that can be run as demo models and can easily be customized and extended. Currently the following models are included, 'Decaying-Dimerization' reaction set, linear chain system, logistic growth model, 'Lotka' predator-prey model, Rosenzweig-MacArthur predator-prey model, 'Kermack-McKendrick' SIR model, and a 'metapopulation' SIRS model. Pineda-Krch et al. (2008) <doi:10.18637/jss.v025.i12>.
Version: | 0.6.1 |
Depends: | R (≥ 2.0.0) |
Imports: | grDevices, graphics, methods, stats, utils |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2019-07-26 |
Author: | Mario Pineda-Krch [aut], Robrecht Cannoodt [aut, cre] |
Maintainer: | Robrecht Cannoodt <rcannood at gmail.com> |
License: | GPL (≥ 3) |
URL: | https://www.github.com/rcannood/GillespieSSA |
NeedsCompilation: | no |
Materials: | README NEWS |
In views: | DifferentialEquations |
CRAN checks: | GillespieSSA results |
Reference manual: | GillespieSSA.pdf |
Vignettes: |
Decaying-Dimerization Reaction Set (Gillespie, 2001) SIRS metapopulation model (Pineda-Krch, 2008) Linear Chain System (Cao et al., 2004) Pearl-Verhulst Logistic growth model (Kot, 2001) Lotka predator-prey model (Gillespie, 1977; Kot, 2001) Radioactive decay model (Gillespie, 1977) Rosenzweig-MacArthur predator-prey model (Pineda-Krch et al., 2007) Kermack-McKendrick SIR model (Brown & Rothery, 1993) |
Package source: | GillespieSSA_0.6.1.tar.gz |
Windows binaries: | r-devel: GillespieSSA_0.6.1.zip, r-release: GillespieSSA_0.6.1.zip, r-oldrel: GillespieSSA_0.6.1.zip |
macOS binaries: | r-release: GillespieSSA_0.6.1.tgz, r-oldrel: GillespieSSA_0.6.1.tgz |
Old sources: | GillespieSSA archive |
Reverse imports: | hybridModels |
Reverse suggests: | GillespieSSA2 |
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