A Matrix-Free Multigrid Preconditioner for Spline Smoothing

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Documentation for package ‘mgss’ version 1.2

• DESCRIPTION file.
• Code demos. Use demo() to run them.

Help Pages

CG_smooth	High-dimensional spline smoothing using a matrix-free CG-method.
estimate_trace	Trace estimation of the hat matrix.
generate_test_data	Generate multi-dimensional test data for spline smoothing.
MGCG_smooth	High-dimensional spline smoothing using a matrix-free multigrid preconditioned CG-method.
PCG_smooth	High-dimensional spline smoothing using a matrix-free PCG-method.
predict_smooth	Predictions from model