General P-Splines


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Documentation for package ‘gps’ version 1.2

Help Pages

btSb Utility functions for working with wiggliness penalties
DemoBS Demonstrate the construction of ordinary B-splines
DemoKnots Demonstrate ordinary cubic B-splines on three types of knots
DemoNull Demonstrate the null space of P-splines
DemoPBS Demonstrate the construction of periodic B-splines
DemoRhoLim Penalized B-splines estimation with automatic grid search of their smoothing parameter
DemoSpl Demonstrate a polynomial spline and its B-spline representation
DiffCoef Utility functions for working with wiggliness penalties
gps2GS Penalized B-splines estimation with automatic grid search of their smoothing parameter
GramBS Gram matrix of B-splines
MakeGrid Make a grid of x-values between domain knots
MPinv Wiggliness penalties for penalized B-splines
pbsDesign Design matrix and general difference matrices for periodic B-splines
penalties Wiggliness penalties for penalized B-splines
penalty Wiggliness penalties for penalized B-splines
penalty.utilities Utility functions for working with wiggliness penalties
penalty.utils Utility functions for working with wiggliness penalties
penutils Utility functions for working with wiggliness penalties
periodic Design matrix and general difference matrices for periodic B-splines
PlaceKnots Automatically place knots according to data
PriorCoef Wiggliness penalties for penalized B-splines
random.splines Simulate random cubic splines
rspl Simulate random cubic splines
SparseD Wiggliness penalties for penalized B-splines
SparsePD Design matrix and general difference matrices for periodic B-splines