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.

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 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

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