kfolds2Chisqind: Computes individual Predicted Chisquare for kfold cross...

Description Usage Arguments Value Note Author(s) References See Also Examples

View source: R/kfolds2Chisqind.R

Description

This function computes individual Predicted Chisquare for kfold cross validated partial least squares regression models.

Usage

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kfolds2Chisqind(pls_kfolds)

Arguments

pls_kfolds

a kfold cross validated partial least squares regression glm model

Value

list

Individual PChisq vs number of components for the first group partition

...

...

list

Individual PChisq vs number of components for the last group partition

Note

Use PLS_beta_kfoldcv to create kfold cross validated partial least squares regression glm models.

Author(s)

Fr<c3><a9>d<c3><a9>ric Bertrand
frederic.bertrand@math.unistra.fr
http://www-irma.u-strasbg.fr/~fbertran/

References

Fr<c3><a9>d<c3><a9>ric Bertrand, Nicolas Meyer, Mich<c3><a8>le Beau-Faller, Karim El Bayed, Izzie-Jacques Namer, Myriam Maumy-Bertrand (2013). R<c3><a9>gression B<c3><aa>ta PLS. Journal de la Soci<c3><a9>t<c3><a9> Fran<c3><a7>aise de Statistique, 154(3):143-159. http://smf4.emath.fr/Publications/JSFdS/154_3/html/

See Also

kfolds2coeff, kfolds2Press, kfolds2Pressind, kfolds2Chisq, kfolds2Mclassedind and kfolds2Mclassed to extract and transforms results from kfold cross validation.

Examples

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## Not run: 
data("GasolineYield",package="betareg")
yGasolineYield <- GasolineYield$yield
XGasolineYield <- GasolineYield[,2:5]
bbb <- PLS_beta_kfoldcv(yGasolineYield,XGasolineYield,nt=3,modele="pls-beta")
kfolds2Chisqind(bbb)

## End(Not run)

plsRbeta documentation built on May 29, 2017, 6:29 p.m.

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