glmpathcr: Fit a penalized continuation ratio model for predicting an ordinal response.

Provides a function for fitting a penalized constrained continuation ratio model using the glmpath algorithm and methods for extracting coefficient estimates, predicted class, class probabilities, and plots.

Author
Kellie J. Archer
Date of publication
2014-01-03 16:14:59
Maintainer
Kellie J. Archer <kjarcher@vcu.edu>
License
GPL-2
Version
1.0.3

View on CRAN

Man pages

coef.glmpath.cr
Extract All Model Coefficients
diabetes
Gene Expression in Normal, Impaired Fasting Glucose, and Type...
glmpath.cr
Fit Penalized Continuation Ratio Model
glmpath.cr-internal
Functions called by glmpath.cr functions, not by the user
glmpathcr-package
Penalized L1 continuation Ratio Models for Ordinal Response...
model.select
Step of Optimal Fitted AIC or BIC CR Model.
nonzero.coef
Extract Non-Zero Model Coefficients
plot.glmpath.cr
Plots the Regularization Path Computed from glmpath.cr
predict.glmpath.cr
Predicted Class and Fitted Probabilities from glmpath.cr...
summary.glmpath.cr
Summarize a glmpath.cr Object

Files in this package

glmpathcr
glmpathcr/inst
glmpathcr/inst/doc
glmpathcr/inst/doc/glmpathcr.R
glmpathcr/inst/doc/glmpathcr.pdf
glmpathcr/inst/doc/glmpathcr.Rnw
glmpathcr/NAMESPACE
glmpathcr/data
glmpathcr/data/diabetes.rda
glmpathcr/R
glmpathcr/R/cr.forward.R
glmpathcr/R/cr.backward.R
glmpathcr/R/glmpath.cr.R
glmpathcr/R/model.select.R
glmpathcr/R/plot.glmpath.cr.R
glmpathcr/R/predict.glmpath.cr.R
glmpathcr/R/coef.glmpath.cr.R
glmpathcr/R/fitted.glmpath.cr.R
glmpathcr/R/summary.glmpath.cr.R
glmpathcr/R/print.glmpath.cr.R
glmpathcr/R/nonzero.coef.R
glmpathcr/vignettes
glmpathcr/vignettes/glmpathRefs.bib
glmpathcr/vignettes/glmpathcr.Rnw
glmpathcr/MD5
glmpathcr/DESCRIPTION
glmpathcr/man
glmpathcr/man/glmpath.cr-internal.Rd
glmpathcr/man/model.select.Rd
glmpathcr/man/coef.glmpath.cr.Rd
glmpathcr/man/glmpath.cr.Rd
glmpathcr/man/nonzero.coef.Rd
glmpathcr/man/glmpathcr-package.Rd
glmpathcr/man/summary.glmpath.cr.Rd
glmpathcr/man/plot.glmpath.cr.Rd
glmpathcr/man/predict.glmpath.cr.Rd
glmpathcr/man/diabetes.Rd