ordinalgmifs: Ordinal Regression for High-Dimensional Data
Version 1.0.3

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.

Browse man pages Browse package API and functions Browse package files

AuthorKellie J. Archer, Jiayi Hou, Qing Zhou, Kyle Ferber, John G. Layne, Amanda Gentry
Date of publication2016-11-19 16:23:19
MaintainerKellie J. Archer <archer.43@osu.edu>
LicenseGPL (>= 2)
Version1.0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ordinalgmifs")

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.

Functions

G Man page Source code
coef.ordinalgmifs Man page Source code
du.adjcat Man page Source code
du.bcr Man page Source code
du.cum Man page Source code
du.fcr Man page Source code
du.stereo Man page Source code
eyedisease Man page
fitted.ordinalgmifs Man page Source code
fn.acat Man page Source code
fn.bcr Man page Source code
fn.cum Man page Source code
fn.fcr Man page Source code
fn.stereo Man page Source code
gradient Man page Source code
hccframe Man page
hccmethyl Man page
ordinal.gmifs Man page Source code
ordinalgmifs Man page
ordinalgmifs-internal Man page
ordinalgmifs-package Man page
plot.ordinalgmifs Man page Source code
predict.ordinalgmifs Man page Source code
print.ordinalgmifs Man page Source code
summary.ordinalgmifs Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/ordinalgmifs.pdf
src
src/includes
src/includes/handle_matrix.h
src/includes/do_exp.h
src/includes/matrix_print_ptr.h
src/includes/do_vector_sum.h
src/includes/do_matrix_mult.h
src/includes/do_matrix_sum.h
src/includes/do_cumsum.h
src/includes/includes.h
src/includes/do_row_product_sums.h
src/includes/do_row_products.h
src/ordinalgmifs.c
NAMESPACE
data
data/eyedisease.rda
data/hccmethyl.rda
data/hccframe.rda
R
R/print.ordinalgmifs.R
R/du.cum.R
R/fn.cum.R
R/G.R
R/fn.fcr.R
R/fitted.ordinalgmifs.R
R/predict.ordinalgmifs.R
R/plot.ordinalgmifs.R
R/ordinal.gmifs.R
R/du.stereo.R
R/coef.ordinalgmifs.R
R/fn.bcr.R
R/du.fcr.R
R/du.bcr.R
R/gradient.R
R/fn.stereo.R
R/fn.acat.R
R/summary.ordinalgmifs.R
R/du.adjcat.R
vignettes
vignettes/ordinalgmifs.pdf
vignettes/ordinalgmifs-005.pdf
vignettes/ordinalgmifs.Rnw
vignettes/ordinalgmifs.tex
vignettes/ordinalgmifs.bib
vignettes/ama.bst
MD5
DESCRIPTION
man
man/ordinalgmifs-internal.Rd
man/hccmethyl.Rd
man/hccframe.Rd
man/summary.ordinalgmifs.Rd
man/print.ordinalgmifs.Rd
man/eyedisease.Rd
man/ordinal.gmifs.Rd
man/plot.ordinalgmifs.Rd
man/coef.ordinalgmifs.Rd
man/predict.ordinalgmifs.Rd
man/ordinalgmifs-package.Rd
ordinalgmifs documentation built on May 29, 2017, 9:33 p.m.