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


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Documentation for package ‘glmpathcr’ version 1.0.3

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glmpathcr-package Penalized L1 continuation Ratio Models for Ordinal Response Prediction in High-dimensional Data Settings
coef.glmpath.cr Extract All Model Coefficients
diabetes Gene Expression in Normal, Impaired Fasting Glucose, and Type II Diabetic Males
fitted.glmpath.cr Predicted Class and Fitted Probabilities from glmpath.cr Object
glmpath.cr Fit Penalized Continuation Ratio Model
glmpathcr Penalized L1 continuation Ratio Models for Ordinal Response Prediction in High-dimensional Data Settings
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 Object
summary.glmpath.cr Summarize a glmpath.cr Object