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stat.AP2018★ 9 cited
cgam: An R Package for the Constrained Generalized Additive Model
Xiyue Liao, Mary C. Meyer
The cgam package contains routines to fit the generalized additive model where the components may be modeled with shape and smoothness assumptions. The main routine is cgam and nin…
stat.AP2008★ 151 cited
Inference using shape-restricted regression splines
Mary C. Meyer
Regression splines are smooth, flexible, and parsimonious nonparametric function estimators. They are known to be sensitive to knot number and placement, but if assumptions such as…