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ordinalgmifs (version 1.0.8)

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

218

Version

1.0.8

License

GPL (>= 2)

Maintainer

Kellie Archer

Last Published

May 5th, 2023

Functions in ordinalgmifs (1.0.8)

plot.ordinalgmifs

Plot Solution Path for Ordinal GMIFS Fitted Model.
hccframe

Liver Cancer Methylation Data
coef.ordinalgmifs

Extract Model Coefficients
predict.ordinalgmifs

Predicted Probabilities and Class for Ordinal GMIFS Fit.
eyedisease

Eye Disease Risk Factors
summary.ordinalgmifs

Summarize an Ordinal GMIFS Object.
print.ordinalgmifs

Print the Contents of an Ordinal GMIFS Fitted Object.
ordinalgmifs-package

Ordinal Response Regression for High-Dimensional Data
ordinalgmifs

Ordinal Generalized Monotone Incremental Forward Stagewise Regression
ordinalgmifs-internal

Functions Called by ordinalgmifs Functions, Not by the User