ordinalgmifs: Ordinal Regression for High-Dimensional Data

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.

Install the latest version of this package by entering the following in R:
install.packages("ordinalgmifs")
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

View on CRAN

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.