Sparse-Smooth Spatially Varying Coefficient Quantile Regression


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Documentation for package ‘sssvcqr’ version 0.0.4

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sssvcqr-package Sparse-Smooth Spatially Varying Coefficient Quantile Regression
build_graph_laplacian Build a weighted k-nearest-neighbor graph Laplacian
cv_ss_svcqr Spatially blocked cross-validation for SS-SVCQR
kkt_sssvcqr KKT diagnostics for an SS-SVCQR fit
lucas_housing_sample Lucas County housing sample
make_spatial_folds Create spatial cross-validation folds
plot.sssvcqr Plot an SS-SVCQR fit
predict.sssvcqr Predict from an SS-SVCQR fit
selection_recovery_table Compare true and estimated spatial-deviation selection
simulate_sssvcqr_data Simulate data for SS-SVCQR examples
sssvcqr Sparse-Smooth Spatially Varying Coefficient Quantile Regression
ss_svcqr Fit sparse-smooth spatially varying coefficient quantile regression