bdynsys: Bayesian Dynamical System Model
Version 1.3

The package bdynsys for panel/longitudinal data combines methods to model changes in up to four indicators over times as a function of the indicators themselves and up to three predictors using ordinary differential equations (ODEs) with polynomial terms that allow to model complex and nonlinear effects. A Bayesian model selection approach is implemented. The package provides also visualisation tools to plot phase portraits of the dynamic system, showing the complex co-evolution of two indicators over time with the possibility to highlight trajectories for specified entities (e.g. countries, individuals). Furthermore the visualisation tools allow for making predictions of the trajectories of specified entities with respect to the indicators.

AuthorShyam Ranganathan, Viktoria Spaiser, Richard P. Mann, David J.T. Sumpter
Date of publication2014-12-08 07:01:51
MaintainerViktoria Spaiser <viktoria.sp@web.de>
LicenseGNU General Public License (>= 2)
Version1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("bdynsys")

Popular man pages

bayfacfig: Bayes Factors Plot
bdynsys: Bayesian Dynamic System Modeling
bestfitmod: Fitting of Dynamic System Models (Internal Function)
datap: Test Panel Data Set: Cultural Values, GDP and Democracy from...
dysymod: Modeling Dynamic Complex Systems with Ordinary Differential...
findindexM: Finding Indexes of Polynomial Modelterms (Internal Function)
polyfitreg: Least Square Regression with Polynomial Terms als Predictors...
See all...

All man pages Function index File listing

Man pages

bayesfac: Bayesian Model Selection with Bayesian Factor Computation...
bayfacfig: Bayes Factors Plot
bdynsys: Bayesian Dynamic System Modeling
bestfitmod: Fitting of Dynamic System Models (Internal Function)
datap: Test Panel Data Set: Cultural Values, GDP and Democracy from...
dysymod: Modeling Dynamic Complex Systems with Ordinary Differential...
errorcorr: Controlling Error Correlations in Models with Panel Data
findindexM: Finding Indexes of Polynomial Modelterms (Internal Function)
phaseportdat: Phase Potrait with Data Trajectories for Specified Entities
phaseportmod: Phase Potrait with Modeled Trajectories for Specified...
plot_data: Plotting Data in Phase Plane with Data Trajectories for...
polyfitbayes: Bayesian Model Fitting with Polynomial Terms als Predictors...
polyfitreg: Least Square Regression with Polynomial Terms als Predictors...
preprocess_data: Data Processing for Bayesian Dynamic System Modeling...
selectterms: Deriving Best Models and their Polynomial Terms for Bayesian...

Functions

bayesfac Man page Source code
bayfacfig Man page Source code
bdynsys Man page Source code
bestfitmod Man page Source code
datap Man page
dysymod Man page Source code
errorcorr Man page Source code
findindexM Man page Source code
modelfitting Man page
modelselection Man page
phaseportdat Man page Source code
phaseportmod Man page Source code
plot_data Man page Source code
polyfitbayes Man page Source code
polyfitreg Man page Source code
preprocess_data Man page Source code
regression Man page
selectterms Man page Source code

Files

NAMESPACE
data
data/datap.RData
R
R/dysymod.R
R/bayfacfig.R
R/selectterms.R
R/polyfitreg.R
R/phaseportmod.R
R/bestfitmod.R
R/bdynsys.R
R/preprocess_data.R
R/errorcorr.R
R/bayesfac.R
R/polyfitbayes.R
R/findindexM.R
R/phaseportdat.R
R/plot_data.R
MD5
DESCRIPTION
man
man/selectterms.Rd
man/polyfitbayes.Rd
man/preprocess_data.Rd
man/bayesfac.Rd
man/phaseportdat.Rd
man/errorcorr.Rd
man/polyfitreg.Rd
man/plot_data.Rd
man/dysymod.Rd
man/bdynsys.Rd
man/bayfacfig.Rd
man/datap.Rd
man/phaseportmod.Rd
man/findindexM.Rd
man/bestfitmod.Rd
bdynsys documentation built on May 19, 2017, 11:24 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.