mgcv

Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation

Simon Wood

Research output: Other contribution

Abstract

R package for GAMs and other generalized ridge regression with multiple smoothing parameter selection by GCV, REML or UBRE/AIC. Also GAMMs. Includes a gam() function. A recommended package supplied with the R statistical language and environment.
Original languageEnglish
TypeGeneralized additive modelling software
Publication statusPublished - 15 Oct 2012

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Generalized Additive Models
Restricted Maximum Likelihood
Ridge Regression
Parameter Selection
Smoothing Parameter
Smoothness
Language

Cite this

mgcv : Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation. / Wood, Simon.

2012, Generalized additive modelling software.

Research output: Other contribution

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