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scam (version 1.0)

Shape constrained additive models

Description

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 mgcv(gam) package are used for setting up the model matrix, printing and plotting the results. Penalized likelihood maximization based on Newton-Raphson method to fit a model with multiple smoothing parameter selection by GCV or UBRE/AIC.

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Install

install.packages('scam')

Monthly Downloads

5,001

Version

1.0

License

GPL (>= 2)

Maintainer

Last Published

January 20th, 2012

Functions in scam (1.0)