swMATH ID: 15787
Software Authors: Natalya Pya
Description: R package scam. Routines for generalized additive modelling under shape constraints on the component functions of the linear predictor. Models can contain multiple shape constrained (univariate and/or bivariate) and unconstrained terms. The routines of gam() in package ’mgcv’ are used for setting up the model matrix, printing and plotting the results. Penalized likelihood maximization based on Newton-Raphson method is used to fit a model with multiple smoothing parameter selection by GCV or UBRE/AIC.
Homepage: https://cran.r-project.org/web/packages/scam/index.html
Source Code:  https://github.com/cran/scam
Dependencies: R
Keywords: CRAN; R package; Shape Constrained Additive Models; generalized additive modelling; shape constraints
Related Software: R; mgcv; ggplot2; GAMLSS; survival; AER; mda; gamair; quantreg; LowRankQP; mlbench; refund; RStan; gam; Kernlab; BRugs; e1071; Infer.NET; fields; lars
Cited in: 5 Documents

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