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ggmodel

This package aims to offer complementary data visualizations, based on ggplot, building on the objects of different R packages for statistical and econometric modeling. The package is compatible with:

  • R package "MatchIt" by Ho, Imai, King, Stuart, Whitworth link
  • R package "vars" by Pfaff et Stigler link
  • R package "panelvar" by Sigmund et Ferstl link

It aims to make your life easier by providing functions to transform model outputs to tidy format, which builds the baseline to creating beautiful ggplot-based visualizations. Next to the advantage of being able to apply various customizations in ggplot, using ggsave() you can easily output the plots for presentations and publications. Also, using the gganimate package link you can prepare animated plots (compatible with Microsoft PowerPoint).

Density Comparison

Building on models created via MatchIt Under development

Impulse Response Functions (IRF)

Building on models created via vars and panelvar Under development

Forecast Error Variance Decomposition

Building on models created via vars and panelvar Under development

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A package for ggplot-based visualizations for econometric models

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