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ordinalgmifs (version 1.0.9)

Ordinal Regression for High-Dimensional Data

Description

Provides a function for fitting cumulative link, adjacent category, forward and backward continuation ratio, and stereotype ordinal response models when the number of parameters exceeds the sample size, using the the generalized monotone incremental forward stagewise method.

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Version

Install

install.packages('ordinalgmifs')

Monthly Downloads

294

Version

1.0.9

License

GPL (>= 2)

Maintainer

Kellie Archer

Last Published

January 23rd, 2026

Functions in ordinalgmifs (1.0.9)

coef.ordinalgmifs

Extract Model Coefficients
print.ordinalgmifs

Print the Contents of an Ordinal GMIFS Fitted Object.
eyedisease

Eye Disease Risk Factors
hccframe

Liver Cancer Methylation Data
plot.ordinalgmifs

Plot Solution Path for Ordinal GMIFS Fitted Model.
summary.ordinalgmifs

Summarize an Ordinal GMIFS Object.
predict.ordinalgmifs

Predicted Probabilities and Class for Ordinal GMIFS Fit.
ordinalgmifs-internal

Functions Called by ordinalgmifs Functions, Not by the User
ordinalgmifs

Ordinal Generalized Monotone Incremental Forward Stagewise Regression
ordinalgmifs-package

Ordinal Response Regression for High-Dimensional Data