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gam (version 1.20)

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

1.20

License

GPL-2

Maintainer

Trevor Hastie

Last Published

July 5th, 2020

Functions in gam (1.20)

gam.scope

Generate a scope for step.Gam
gam.smoothers

Smoothers available for backfitting
na.gam.replace

Missing Data Filter for GAMs
plot.Gam

Plot Components of a GAM Object
predict.Gam

Predict method for GAM fits
gam.control

Auxilliary for controlling GAM fitting
random

Specify a Random Effects Fit in a GAM Formula
step.Gam

Stepwise model builder for GAM
gam

Fitting Generalized Additive Models
anova.Gam

Analysis of Deviance for a Generalized Additive Model
gam.exact

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

Simulated dataset for gam
lo

Specify a loess fit in a GAM formula
kyphosis

A classic example dataset for GAMs
gam-internal

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

Specify a Smoothing Spline Fit in a GAM Formula