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gam (version 0.9)

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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Install

install.packages('gam')

Monthly Downloads

16,272

Version

0.9

License

GPL2.0

Maintainer

Trevor Hastie

Last Published

September 13th, 2024

Functions in gam (0.9)

kyphosis

A classic example dataset for GAMs
anova.gam

Analysis of Deviance for a Generalized Additive Model
gam.data

Simulated dataset for gam
na.gam.replace

Missing Data Filter for GAMs
gam.control

Auxilliary for controlling GAM fitting
plot.gam

Plot Components of a GAM Object
step.gam

Stepwise model builder for GAM
gam

Fitting Generalized Additive Models
s

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

Predict method for GAM fits
lo

Specify a loess fit in a GAM formula
gam-internal

Service functions and as yet undocumented functions for the gam library
gam.exact

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