simode
swMATH25275CRANsimodeMaRDI QIDQ37017
Statistical Inference for Systems of Ordinary Differential Equations using Separable Integral-Matching
Last update: 16 February 2024
Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0
Software version identifier: 1.2.0, 1.0.1, 1.0.2, 1.1.0, 1.1.1, 1.1.2, 1.1.4, 1.1.5, 1.1.6, 1.1.8, 1.1.9, 1.2.2
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>.
- Modelling and parameter inference of predator–prey dynamics in heterogeneous environments using the direct integral approach
- Optimal rate of direct estimators in systems of ordinary differential equations linear in functions of the parameters
- simode: R Package for statistical inference of ordinary differential equations using separable integral-matching
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