selectterms


<code>selectterms</code> selects/indexes terms which are part of the models to be fitted in the Bayesian fitting procedure. The function is internally called in the code <code>bdynsys</code>bayesfac. The model selections is based on the Sum of Square Errors which were computed in the previous model fitting step in <code>bdynsys</code>dysymod. It returns internally the indexes of the best models polynomial terms to <code>bdynsys</code>bayesfac.

selectterm

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.

selectterm: Deriving Best Models and their Polynomial Terms for Bayesian Model Fitting (Internal Function)

Description

Arguments