Spatially and Temporally Varying Coefficient Models Using Generalized Additive Models

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Documentation for package ‘stgam’ version 0.0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

calculate_vcs	Extracts varying coefficient estimates (for SVC, TVC and STVC models).
do_bma	Undertake undertake coefficient averaging using Bayesian Model Avergaing (BMA), weighting different models by their probabilities
evaluate_models	Creates and evaluates multiple varying coefficient GAM GP smooth models (SVC or STVC)
gam_model_probs	Calculates the model probabilities of the different GAM models generated by evaluate_models'
plot_1d_smooth	Plots a 1-Dimensional GAM smooth
plot_2d_smooth	Plots a 2-Dimensional GAM smooth
productivity	US States Economic Productivity Data (1970-1985)
us_data	US States boundaries