Constrained Generalized Additive Model


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Documentation for package ‘cgam’ version 1.16

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best.fit Extract the Best Fit Returned by the ShapeSelect Routine
cgam Constrained Generalized Additive Model Fitting
cgamm Constrained Generalized Additive Mixed-Effects Model Fitting
COforest Colorado Forest Data Set
conc Specify a Concave Shape-Restriction in a CGAM Formula
conv Specify a Convex Shape-Restriction in a CGAM Formula
cubic A Data Set for Cgam
decr Specify a Decreasing Shape-Restriction in a CGAM Formula
decr.conc Specify a Decreasing and Concave Shape-Restriction in a CGAM Formula
decr.conv Specify a Decreasing and Convex Shape-Restriction in a CGAM Formula
in.or.out To Include a Non-Parametrically Modelled Predictor in a SHAPESELECT Formula
incr Specify an Increasing Shape-Restriction in a CGAM Formula
incr.conc Specify an Increasing and Concave Shape-Restriction in a CGAM Formula
incr.conv Specify an Increasing and Convex Shape-Restriction in a CGAM Formula
mental Alachua County Study of Mental Impairment
Ord Specify an Ordered Categorical Family in a CGAM Formula
plasma A Data Set for Cgam
plotpersp Create a 3D Plot for a CGAM Object
predict.cgam Predict Method for CGAM Fits
s Specify a Smooth Shape-Restriction in a CGAM Formula
s.conc Specify a Smooth and Concave Shape-Restriction in a CGAM Formula
s.conc.conc Specify a Doubly-Concave Shape-Restriction in a CGAM Formula
s.conv Specify a Smooth and Convex Shape-Restriction in a CGAM Formula
s.conv.conv Specify a Doubly-convex Shape-Restriction in a CGAM Formula
s.decr Specify a Smooth and Decreasing Shape-Restriction in a CGAM Formula
s.decr.conc Specify a Smooth, Decreasing and Concave Shape-Restriction in a CGAM Formula
s.decr.conv Specify a Smooth, Decreasing and Convex Shape-Restriction in a CGAM Formula
s.decr.decr Specify a Doubly-Decreasing Shape-Restriction in a CGAM Formula
s.decr.incr Specify a Decreasing-Increasing Shape-Restriction in a CGAM Formula
s.incr Specify a Smooth and Increasing Shape-Restriction in a CGAM Formula
s.incr.conc Specify a Smooth, Increasing and Concave Shape-Restriction in a CGAM Formula
s.incr.conv Specify an Smooth, Increasing and Convex Shape-Restriction in a CGAM Formula
s.incr.decr Specify an Increasing-Decreasing Shape-Restriction in a CGAM Formula
s.incr.incr Specify a Doubly-Increasing Shape-Restriction in a CGAM Formula
shapes To Include a Non-Parametrically Modelled Predictor in a SHAPESELECT Formula
ShapeSelect Variable and Shape Selection via Genetic Algorithm
tree Specify a Tree-Ordering in a CGAM Formula
umbrella Specify an Umbrella-Ordering in a CGAM Formula