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demodelr
View on CRAN: Click
here
Download and install demodelr package within the R console
Install from CRAN:
install.packages("demodelr")
Install from Github:
library("remotes")
install_github("cran/demodelr")
Install by package version:
library("remotes")
install_version("demodelr", "1.0.1")
Attach the package and use:
library("demodelr")
Maintained by
John Zobitz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-23
Latest Update: 2022-09-16
Description:
Designed to support the visualization, numerical computation,
qualitative analysis, model-data fusion, and stochastic simulation for
autonomous systems of differential equations. Euler and Runge-Kutta methods
are implemented, along with tools to visualize the two-dimensional
phaseplane. Likelihood surfaces and a simple Markov Chain Monte Carlo
parameter estimator can be used for model-data fusion of differential
equations and empirical models. The Euler-Maruyama method is provided for
simulation of stochastic differential equations. The package was originally
written for internal use to support teaching by Zobitz, and refined to
support the text "Exploring modeling with data and differential equations
using R" by John Zobitz (2021) .
How to cite:
John Zobitz (2022). demodelr: Simulating Differential Equations with Data. R package version 1.0.1, https://cran.r-project.org/web/packages/demodelr
Previous versions and publish date:
1.0.0 (2022-06-23 08:00)
Other packages that cited demodelr R package
View demodelr citation profile
Other R packages that demodelr depends,
imports, suggests or enhances
Functions, R codes and Examples using
the demodelr R package
Some associated functions: compute_likelihood . eigenvalues . euler . euler_stochastic . global_temperature . mcmc_analyze . mcmc_estimate . parks . phaseplane . phosphorous . precipitation . rk4 . snowfall . wilson . yeast .
Some associated R codes: compute_likelihood.R . eigenvalues.R . euler.R . euler_stochastic.R . global_temperature.R . mcmc_analyze.R . mcmc_estimate.R . parks.R . phaseplane.R . phosphorous.R . precipitation.R . rk4.R . snowfall.R . wilson.R . yeast.R . Full demodelr package functions and examples
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