Bayesian Dynamical System Model


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Documentation for package ‘bdynsys’ version 1.3

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bayesfac Bayesian Model Selection with Bayesian Factor Computation (Internal Function)
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 1981-2012 in 74 countries
dysymod Modeling Dynamic Complex Systems with Ordinary Differential Equations (Internal Function)
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 Entities
plot_data Plotting Data in Phase Plane with Data Trajectories for Specified Entities
polyfitbayes Bayesian Model Fitting with Polynomial Terms als Predictors and Changes as Dependent Variable (Internal Function)
polyfitreg Least Square Regression with Polynomial Terms als Predictors and Changes as Dependent Variable (Internal Function)
preprocess_data Data Processing for Bayesian Dynamic System Modeling (Internal Function)
selectterms Deriving Best Models and their Polynomial Terms for Bayesian Model Fitting (Internal Function)