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gam (version 1.03)

Generalized Additive Models

Description

Functions for fitting and working with generalized additive models, as described in chapter 7 of "Statistical Models in S" (Chambers and Hastie (eds), 1991), and "Generalized Additive Models" (Hastie and Tibshirani, 1990).

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Version

Install

install.packages('gam')

Monthly Downloads

28,423

Version

1.03

License

GPL-2

Maintainer

Trevor Hastie

Last Published

May 1st, 2010

Functions in gam (1.03)

lo

Specify a loess fit in a GAM formula
gam.data

Simulated dataset for gam
plot.gam

Plot Components of a GAM Object
s

Specify a Smoothing Spline Fit in a GAM Formula
gam.exact

A method for gam producing asymptotically exact standard errors for linear estimates
predict.gam

Predict method for GAM fits
gam

Fitting Generalized Additive Models
na.gam.replace

Missing Data Filter for GAMs
step.gam

Stepwise model builder for GAM
anova.gam

Analysis of Deviance for a Generalized Additive Model
gam-internal

Service functions and as yet undocumented functions for the gam library
kyphosis

A classic example dataset for GAMs
gam.control

Auxilliary for controlling GAM fitting