articleOct 15, 2012Closed access

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

SNSimon N. Wood

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.

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Topics & keywords

Topics
Keywords
  • Restricted maximum likelihood
  • Smoothing
  • Mathematics
  • Generalized additive model
  • Mixed model
  • Smoothness
  • Selection (genetic algorithm)
  • Generalized linear model
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