scam 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 all top 5 Cited by 11 Authors 2 Kneib, Thomas 1 Chen, YiNing 1 Harezlak, Jaroslaw 1 Hofner, Benjamin 1 Hothorn, Torsten 1 Otto-Sobotka, Fabian 1 Ruppert, David 1 Samworth, Richard J. 1 Spiegel, Elmar 1 Subbey, Sam 1 Wand, Matthew P. Cited in 4 Serials 2 Statistics and Computing 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 Use R! Cited in 3 Fields 5 Statistics (62-XX) 2 Numerical analysis (65-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year