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gptkbp:instanceOf
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R package
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gptkbp:author
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gptkb:Simon_N._Wood
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gptkbp:availableOn
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gptkb:CRAN
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gptkbp:citation
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gptkb:Wood,_S.N._(2006)_Generalized_Additive_Models:_An_Introduction_with_R.
gptkb:Wood,_S.N._(2011)_Fast_stable_REML_and_ML_estimation_of_semiparametric_GLMs._Journal_of_the_Royal_Statistical_Society_(B),_73(1),_3-36.
gptkb:Wood,_S.N._(2017)_Generalized_Additive_Models:_An_Introduction_with_R,_2nd_edition.
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gptkbp:dependsOn
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R (>= 3.0.0)
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gptkbp:describes
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An R package for generalized additive models (GAMs) and generalized additive mixed models (GAMMs).
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gptkbp:documentation
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https://cran.r-project.org/web/packages/mgcv/mgcv.pdf
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gptkbp:family
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gptkb:Poisson
gptkb:Gaussian
gptkb:Gamma
Binomial
Negative Binomial
Tweedie
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gptkbp:firstReleased
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2001
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gptkbp:function
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Diagnostics for GAMs
Fitting generalized additive models
Generalized additive mixed models
Model selection
Penalized regression splines
Smoothing splines
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https://www.w3.org/2000/01/rdf-schema#label
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mgcv package
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gptkbp:latestReleaseVersion
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1.9-1
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gptkbp:license
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gptkb:GPL-2
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gptkbp:mainFunction
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gptkb:gratia
te
s
ti
gam
bam
draw
select
anova.gam
appraise
gamm
gamm4
plot.gam
predict.gam
residuals.gam
simulate.gam
summary.gam
t2
vcov.gam
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gptkbp:maintainedBy
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gptkb:Simon_N._Wood
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gptkbp:programmingLanguage
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R
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gptkbp:usedFor
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Time series analysis
Spatial modeling
Nonlinear regression
Smoothing
Mixed effects models
Statistical modeling
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gptkbp:bfsParent
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gptkb:generalized_additive_models
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gptkbp:bfsLayer
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7
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