idmodelr: Infectious Disease Model Library and Utilities
Explore a range of infectious disease models in a consistent framework. The primary aim of 'idmodelr' is to provide a library of infectious disease models for researchers, students, and other interested individuals. These models can be used to understand the underlying dynamics and as a reference point when developing models for research. 'idmodelr' also provides a range of utilities. These include: plotting functionality; a simulation wrapper; scenario analysis tooling; an interactive dashboard; tools for handling mult-dimensional models; and both model and parameter look up tables. Unlike other modelling packages such as 'pomp' (<https://kingaa.github.io/pomp/>), 'libbi' (<http://libbi.org>) and 'EpiModel' (<http://www.epimodel.org>), 'idmodelr' serves primarily as an educational resource. It is most comparable to epirecipes (<http://epirecip.es/epicookbook/chapters/simple>) but provides a more consistent framework, an R based workflow, and additional utility tooling. After users have explored model dynamics with 'idmodelr' they may then implement their model using one of these packages in order to utilise the model fitting tools they provide. For newer modellers, this package reduces the barrier to entry by containing multiple infectious disease models, providing a consistent framework for simulation and visualisation, and signposting towards other, more research focussed, resources.
| Version: | 0.4.0 |
| Depends: | R (≥ 3.3.0) |
| Imports: | dplyr (≥ 0.8.3), rlang (≥ 0.4.0), ggplot2 (≥ 3.2.0), viridis (≥ 0.5.1), magrittr (≥ 1.5), purrr (≥ 0.3.2), future (≥ 1.14.0), furrr (≥ 0.1.0), stringr (≥ 1.4.0), tibble (≥ 2.1.3), tidyr (≥ 0.8.3), deSolve (≥ 1.23) |
| Suggests: | testthat (≥ 2.1.1), rmarkdown (≥ 1.13), knitr (≥ 1.23), pkgnet (≥ 0.4.0), DT (≥ 0.7), vdiffr (≥ 0.3.1), spelling |
| Published: | 2022-09-02 |
| DOI: | 10.32614/CRAN.package.idmodelr |
| Author: | Sam Abbott  [aut,
cre],
Akira Endo [aut] |
| Maintainer: | Sam Abbott <contact at samabbott.co.uk> |
| BugReports: | https://github.com/seabbs/idmodelr/issues |
| License: | GPL-3 |
| URL: | https://samabbott.co.uk/idmodelr/, https://github.com/seabbs/idmodelr |
| NeedsCompilation: | no |
| Language: | en-GB |
| Citation: | idmodelr citation info |
| Materials: | README NEWS |
| CRAN checks: | idmodelr results [issues need fixing before 2024-10-31] |
Documentation:
| Reference manual: | idmodelr.pdf |
| Vignettes: |
Model details Parameter details Other resources |
Downloads:
| Package source: | idmodelr_0.4.0.tar.gz |
| Windows binaries: | r-devel: idmodelr_0.4.0.zip, r-release: idmodelr_0.4.0.zip, r-oldrel: idmodelr_0.4.0.zip |
| macOS binaries: | r-release (arm64): idmodelr_0.4.0.tgz, r-oldrel (arm64): idmodelr_0.4.0.tgz, r-release (x86_64): idmodelr_0.4.0.tgz, r-oldrel (x86_64): idmodelr_0.4.0.tgz |
| Old sources: | idmodelr archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=idmodelr to link to this page.