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gam

Generalized Additive Models

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).

Functions (16)

anova.gam

Analysis of Deviance for a Generalized Additive Model

gam

Fitting Generalized Additive Models

gam-internal

Service functions and as yet undocumented functions for the gam library

gam.control

Auxilliary for controlling GAM fitting

gam.data

Simulated dataset for gam

gam.exact

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

gam.scope

Generate a scope for step.Gam

gam.smoothers

Smoothers available for backfitting

kyphosis

A classic example dataset for GAMs

Specify a loess fit in a GAM formula

na.gam.replace

Missing Data Filter for GAMs

plot.gam

Plot Components of a GAM Object

predict.gam

Predict method for GAM fits

random

Specify a Random Effects Fit in a GAM Formula

Specify a Smoothing Spline Fit in a GAM Formula

step.gam

Stepwise model builder for GAM

gam

Generalized Additive Models

v1.20

GPL-2

Authors

Trevor Hastie

Initial release

2020-6-27

gam

Functions (16)

gam

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