simode: Statistical Inference for Systems of Ordinary Differential Equations using Separable Integral-Matching

Implements statistical inference for systems of ordinary differential equations, that uses the integral-matching criterion and takes advantage of the separability of parameters, in order to obtain initial parameter estimates for nonlinear least squares optimization. Dattner & Yaari (2018) <arXiv:1807.04202>. Dattner et al. (2017) <doi:10.1098/rsif.2016.0525>. Dattner & Klaassen (2015) <doi:10.1214/15-EJS1053>.

Version: 1.2.2
Depends: R (≥ 3.4.0)
Imports: deSolve, pracma, quadprog, glmnet, ncvreg
Suggests: parallel, knitr, testthat (≥ 3.0.0), rmarkdown
Published: 2024-02-16
Author: Itai Dattner [aut], Rami Yaari [aut, cre]
Maintainer: Rami Yaari <ramiyaari at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: simode results

Documentation:

Reference manual: simode.pdf
Vignettes: simode

Downloads:

Package source: simode_1.2.2.tar.gz
Windows binaries: r-devel: simode_1.2.2.zip, r-release: simode_1.2.2.zip, r-oldrel: simode_1.2.2.zip
macOS binaries: r-release (arm64): simode_1.2.2.tgz, r-oldrel (arm64): simode_1.2.2.tgz, r-release (x86_64): simode_1.2.2.tgz
Old sources: simode archive

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