Last data update: 2014.03.03
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CranContrib
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SMO (statistical methods ontology)
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Given a data.frame as an argument, generate a scope list for use in step.gam, each element of which gives the candidates for that term.
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: gam.scope
●
0 images
step.gam
(Package: gam ) :
Stepwise model builder for GAM
Builds a GAM model in a step-wise fashion. For each "term" there is an ordered list of alternatives, and the function traverses these in a greedy fashion. Note: this is NOT a method for step
, which used to be a generic, so must be invoked with the full name.
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: step.gam
●
0 images
gam.control
(Package: gam ) :
Auxilliary for controlling GAM fitting
Auxiliary function as user interface for 'gam' fitting. Typically only used when calling 'gam' or 'gam.fit'.
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: gam.control
●
0 images
lo
(Package: gam ) :
Specify a loess fit in a GAM formula
A symbolic wrapper to indicate a smooth term in a formala argument to gam
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: gam.lo, lo
●
0 images
na.gam.replace
(Package: gam ) :
Missing Data Filter for GAMs
A method for dealing with missing values, friendly to GAM models.
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: na.gam.replace
●
0 images
gam.exact
(Package: gam ) :
A method for gam producing asymptotically exact standard errors
This function is a "wrapper" for a gam object, and produces exact standard errors for each linear term in the gam call (except for the intercept).
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: gam.exact
●
0 images
anova.gam
(Package: gam ) :
Analysis of Deviance for a Generalized Additive Model
Produces an ANODEV table for a set of GAM models, or else a summary for a single GAM model
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: anova.gam, summary.gam
●
0 images
gam-internal
(Package: gam ) :
Service functions and as yet undocumented functions for the gam library
Internal gam functions
● Data Source:
CranContrib
● Keywords: internal
● Alias: .First.lib, [.smooth, anova.gamlist, as.anova, as.data.frame.lo.smooth, assign.list, gam.match, gam.nlchisq, gam.random, gam.slist, gam.sp, gam.wlist, gamlist, general.wam, gplot, gplot.default, gplot.factor, gplot.list, gplot.matrix, gplot.numeric, labels.gam, lo.wam, newdata.predict.gam, polylo, print.gam, print.gamex, print.summary.gam, random, s.wam, ylim.scale
●
0 images
plot.gam
(Package: gam ) :
Plot Components of a GAM Object
A plot method for GAM objects, which can be used on GLM and LM objects as well. It focuses on terms (main-effects), and produces a suitable plot for terms of different types
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: plot.gam, plot.preplot.gam, preplot.gam
●
0 images
predict.gam
(Package: gam ) :
Predict method for GAM fits
Obtains predictions and optionally estimates standard errors of those predictions from a fitted generalized additive model object.
● Data Source:
CranContrib
● Keywords: models, nonparametric, regression, smooth
● Alias: predict.gam
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0 images