gam v1.16


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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 in gam

Name Description
anova.Gam Analysis of Deviance for a Generalized Additive Model
gam-internal Service functions and as yet undocumented functions for the gam library
gam.scope Generate a scope for step.Gam
gam.smoothers Smoothers available for backfitting
s Specify a Smoothing Spline Fit in a GAM Formula
step.Gam Stepwise model builder for GAM Simulated dataset for gam
gam Fitting Generalized Additive Models
gam.exact A method for gam producing asymptotically exact standard errors for linear estimates
gam.control Auxilliary for controlling GAM fitting
na.gam.replace Missing Data Filter for GAMs
plot.Gam Plot Components of a GAM Object
kyphosis A classic example dataset for GAMs
lo Specify a loess fit in a GAM formula
predict.Gam Predict method for GAM fits
random Specify a Random Effects Fit in a GAM Formula
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Type Package
Date 2018-07-19
License GPL-2
NeedsCompilation yes
Packaged 2018-07-20 01:19:01 UTC; hastie
Repository CRAN
Date/Publication 2018-07-20 08:00:05 UTC
suggests akima
depends foreach , splines , stats
Contributors Trevor Hastie

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