Convenience Functions for Semiparametric Function-on-Scalar Regression


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Documentation for package ‘FoSIntro’ version 1.0.0

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bootstrap_pffr Perform bootstrap for smooth effects in 'pffr' models
calc_bootstrapCIs Calculate bootstrap-based confidence intervals for smooth effects in 'pffr' models
calc_singleBootstrapCI Calculate a pointwise confidence interval band for a single smooth term in a 'pffr' model
grid_arrange_shared_legend Create a grid of multiple ggplots sharing the same legend
no.plot Extract returned values of plot.gam() while suppressing creation of the plot
plot_1D Plot 1D smooth effects for 'pffr' models
plot_2D 3D perspective plot for 2D smooth effects for 'pffr' models
plot_2Dheatmap Heatmat plot for 2D smooth effects for 'pffr' models
plot_bootstrapCIs Plot bootstrapped confidence intervals
plot_predictions Plot model predictions for 'pffr' models
plot_predVSobs Plot predictions vs real observations for 'pffr' models
plot_residAutocov Residual autocovariance plot for 'pffr' models
plot_residsVSxy Residual plot vs space for 'pffr' models
plot_resVSfitted Residual plot vs fitted values for 'pffr' models
plot_resVSyindex Residual plot vs functional domain for 'pffr' models
prepareData_residsVSxy Data preparation for 'plot_residsVSxy'
sample_CIs Sample object created with 'calc_bootstrapCIs'
sample_data Earthquake data set used in the Bauer (2018) paper
simulate_gamma Function to draw one parametric bootstrap sample for a Gamma model
simulate_pffr Simulate new observations from a 'pffr' model