ordinalgmifs: Ordinal Regression for High-Dimensional Data

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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.

Author
Kellie J. Archer, Jiayi Hou, Qing Zhou, Kyle Ferber, John G. Layne, Amanda Gentry
Date of publication
2016-11-19 16:23:19
Maintainer
Kellie J. Archer <archer.43@osu.edu>
License
GPL (>= 2)
Version
1.0.3

View on CRAN

Man pages

coef.ordinalgmifs
Extract Model Coefficients
eyedisease
Eye Disease Risk Factors
hccframe
Liver Cancer Methylation Data
hccmethyl
ExpressionSet for Liver Cancer Methylation Data
ordinal.gmifs
Ordinal Generalized Monotone Incremental Forward Stagewise...
ordinalgmifs-internal
Functions Called by ordinalgmifs Functions, Not by the User
ordinalgmifs-package
Ordinal Response Regression for High-Dimensional Data
plot.ordinalgmifs
Plot Solution Path for Ordinal GMIFS Fitted Model.
predict.ordinalgmifs
Predicted Probabilities and Class for Ordinal GMIFS Fit.
print.ordinalgmifs
Print the Contents of an Ordinal GMIFS Fitted Object.
summary.ordinalgmifs
Summarize an Ordinal GMIFS Object.

Files in this package

ordinalgmifs
ordinalgmifs/inst
ordinalgmifs/inst/CITATION
ordinalgmifs/inst/doc
ordinalgmifs/inst/doc/ordinalgmifs.pdf
ordinalgmifs/src
ordinalgmifs/src/includes
ordinalgmifs/src/includes/handle_matrix.h
ordinalgmifs/src/includes/do_exp.h
ordinalgmifs/src/includes/matrix_print_ptr.h
ordinalgmifs/src/includes/do_vector_sum.h
ordinalgmifs/src/includes/do_matrix_mult.h
ordinalgmifs/src/includes/do_matrix_sum.h
ordinalgmifs/src/includes/do_cumsum.h
ordinalgmifs/src/includes/includes.h
ordinalgmifs/src/includes/do_row_product_sums.h
ordinalgmifs/src/includes/do_row_products.h
ordinalgmifs/src/ordinalgmifs.c
ordinalgmifs/NAMESPACE
ordinalgmifs/data
ordinalgmifs/data/eyedisease.rda
ordinalgmifs/data/hccmethyl.rda
ordinalgmifs/data/hccframe.rda
ordinalgmifs/R
ordinalgmifs/R/print.ordinalgmifs.R
ordinalgmifs/R/du.cum.R
ordinalgmifs/R/fn.cum.R
ordinalgmifs/R/G.R
ordinalgmifs/R/fn.fcr.R
ordinalgmifs/R/fitted.ordinalgmifs.R
ordinalgmifs/R/predict.ordinalgmifs.R
ordinalgmifs/R/plot.ordinalgmifs.R
ordinalgmifs/R/ordinal.gmifs.R
ordinalgmifs/R/du.stereo.R
ordinalgmifs/R/coef.ordinalgmifs.R
ordinalgmifs/R/fn.bcr.R
ordinalgmifs/R/du.fcr.R
ordinalgmifs/R/du.bcr.R
ordinalgmifs/R/gradient.R
ordinalgmifs/R/fn.stereo.R
ordinalgmifs/R/fn.acat.R
ordinalgmifs/R/summary.ordinalgmifs.R
ordinalgmifs/R/du.adjcat.R
ordinalgmifs/vignettes
ordinalgmifs/vignettes/ordinalgmifs.pdf
ordinalgmifs/vignettes/ordinalgmifs-005.pdf
ordinalgmifs/vignettes/ordinalgmifs.Rnw
ordinalgmifs/vignettes/ordinalgmifs.tex
ordinalgmifs/vignettes/ordinalgmifs.bib
ordinalgmifs/vignettes/ama.bst
ordinalgmifs/MD5
ordinalgmifs/DESCRIPTION
ordinalgmifs/man
ordinalgmifs/man/ordinalgmifs-internal.Rd
ordinalgmifs/man/hccmethyl.Rd
ordinalgmifs/man/hccframe.Rd
ordinalgmifs/man/summary.ordinalgmifs.Rd
ordinalgmifs/man/print.ordinalgmifs.Rd
ordinalgmifs/man/eyedisease.Rd
ordinalgmifs/man/ordinal.gmifs.Rd
ordinalgmifs/man/plot.ordinalgmifs.Rd
ordinalgmifs/man/coef.ordinalgmifs.Rd
ordinalgmifs/man/predict.ordinalgmifs.Rd
ordinalgmifs/man/ordinalgmifs-package.Rd