glmnetcr: Fit a penalized constrained continuation ratio model for predicting an ordinal response

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This packages includes functions for restructuring an ordinal response dataset for fitting continuation ratio models for datasets where the number of covariates exceeds the sample size or when there is collinearity among the covariates. This package uses the glmnet package fitting algorithm.

Author
Kellie J. Archer
Date of publication
2014-01-03 16:14:40
Maintainer
Kellie J. Archer <kjarcher@vcu.edu>
License
GPL-2
Version
1.0.2

View on CRAN

Man pages

coef.glmnet.cr
Extract All Model Coefficients
cr.backward
Backward Continuation Ratio Restructure Function
cr.forward
Forward Continuation Ratio Restructure Function
diabetes
Gene Expression in Normal, Impaired Fasting Glucose, and Type...
fitted.glmnet.cr
AIC, BIC, Predicted Class, and Fitted Probabilities of Class...
glmnet.cr
Fit a Penalized Constrained Continuation Ratio Model Using...
glmnetcr-package
Penalized Constrained Continuation Ratio Models for Ordinal...
nonzero.glmnet.cr
Extract Non-Zero Model Coefficients
plot.glmnet.cr
Plots the Regularization Path Computed from glmnet.cr
predict.glmnet.cr
AIC, BIC, Predicted Class, and Fitted Probabilities for All...
print.glmnet.cr
Print a glmnet.cr Object
select.glmnet.cr
Select Step of Optimal Fitted AIC or BIC CR Model

Files in this package

glmnetcr
glmnetcr/inst
glmnetcr/inst/doc
glmnetcr/inst/doc/glmnetcr.pdf
glmnetcr/inst/doc/glmnetcr.R
glmnetcr/inst/doc/glmnetcr.Rnw
glmnetcr/NAMESPACE
glmnetcr/data
glmnetcr/data/diabetes.rda
glmnetcr/R
glmnetcr/R/nonzero.glmnet.cr.R
glmnetcr/R/cr.forward.R
glmnetcr/R/cr.backward.R
glmnetcr/R/select.glmnet.cr.R
glmnetcr/R/fitted.glmnet.cr.R
glmnetcr/R/print.glmnet.cr.R
glmnetcr/R/glmnet.cr.R
glmnetcr/R/coef.glmnet.cr.R
glmnetcr/R/plot.glmnet.cr.R
glmnetcr/R/predict.glmnet.cr.R
glmnetcr/vignettes
glmnetcr/vignettes/glmnetRefs.bib
glmnetcr/vignettes/glmnetcr.Rnw
glmnetcr/MD5
glmnetcr/DESCRIPTION
glmnetcr/man
glmnetcr/man/glmnetcr-package.Rd
glmnetcr/man/cr.forward.Rd
glmnetcr/man/predict.glmnet.cr.Rd
glmnetcr/man/select.glmnet.cr.Rd
glmnetcr/man/nonzero.glmnet.cr.Rd
glmnetcr/man/plot.glmnet.cr.Rd
glmnetcr/man/print.glmnet.cr.Rd
glmnetcr/man/coef.glmnet.cr.Rd
glmnetcr/man/glmnet.cr.Rd
glmnetcr/man/diabetes.Rd
glmnetcr/man/fitted.glmnet.cr.Rd
glmnetcr/man/cr.backward.Rd