Supervised Component Generalized Linear Regression (SCGLR)
Mortier F., Trottier C., Cornu G., Bry X.
F. mortier <fmortier@cirad.fr> and G. Cornu <gcornu@cirad.fr>
and C. Trottier <catherine.trottier@univ-montp3.fr>
SCGLR extends the Fisher Scoring Algorithm so as to combine PLS
regression with GLM estimation in the multivariate context.
'data.r' 'f2x.r' 'scglr.r' 'utils.r' 'plot.r' 'kComponents.r'
'multivariateGlm.fit.r' 'oneComponent.r' 'critConvergence.r'
'multivariateFormula.r' 'scglrCrossVal.r'
'multivariatePredictGlm.r' 'infoCriterion.r' 'metric.r'
'multivariateGlm.r' 'print.r' 'summary.r'

"F. Mortier" <fmortier@cirad.fr> and "G. Cornu"
<gcornu@cirad.fr> and "C. Trottier"
<catherine.trottier@univ-montp3.fr> and "X. Bry"
<xavier.bry@univ-montp2.fr>

Supervised Component Generalized Linear Regression
c(
person("Guillaume", "Cornu", role=c("cre","aut"),email="gcornu@cirad.fr"),
person("Frederic", "Mortier", role="aut", email="fmortier@cirad.fr"),
person("Catherine", "Trottier", role="aut", email="catherine.trottier@univ-montp3.fr"),
person("Xavier", "Bry", role="aut", email="xavier.bry@univ-montp2.fr"))
The Fisher Scoring Algorithm is extended so as to combine Partial Least Squares
regression with Generalized Linear Model estimation in the multivariate context.
Guillaume Cornu [cre, aut],
Frederic Mortier [aut],
Catherine Trottier [aut],
Xavier Bry [aut]

The Fisher Scoring Algorithm is extended so as to combine Partial
Least Squares regression with Generalized Linear Model estimation in the
multivariate context.

An extension of the Fisher Scoring Algorithm to combine PLS regression with GLM
estimation in the multivariate context. Covariates can also be grouped in themes.
c(
person("Guillaume","Cornu",,"gcornu@cirad.fr", role=c("aut","cre"), comment=c(ORCID="0000-0002-7523-5176")),
person("Frederic","Mortier",,"fmortier@cirad.fr",role="aut"),
person("Catherine","Trottier",,"catherine.trottier@univ-montp3.fr",role="aut"),
person("Xavier","Bry",,"xavier.bry@univ-montp2.fr",role="aut"),
person("Sylvie","Gourlet-Fleury",,"sylvie.gourlet-fleury@cirad.fr",role="dtc",comment=c(ORCID="0000-0002-1136-4307",CoForChange="http://www.coforchange.eu/")),
person("Claude","Garcia",,"claude.garcia@cirad.fr",role="dtc",comment=c(ORCID="0000-0002-7351-0226",CoForTips="http://www.cofortips.org/"))
)
Guillaume Cornu [aut, cre] (<https://orcid.org/0000-0002-7523-5176>),
Frederic Mortier [aut],
Catherine Trottier [aut],
Xavier Bry [aut],
Sylvie Gourlet-Fleury [dtc] (<https://orcid.org/0000-0002-1136-4307>,
http://www.coforchange.eu/),
Claude Garcia [dtc] (<https://orcid.org/0000-0002-7351-0226>,
http://www.cofortips.org/)