OrdFacReg: Least Squares, Logistic, and Cox-Regression with Ordered Predictors
Version 1.0.6

In biomedical studies, researchers are often interested in assessing the association between one or more ordinal explanatory variables and an outcome variable, at the same time adjusting for covariates of any type. The outcome variable may be continuous, binary, or represent censored survival times. In the absence of a precise knowledge of the response function, using monotonicity constraints on the ordinal variables improves efficiency in estimating parameters, especially when sample sizes are small. This package implements an active set algorithm that efficiently computes such estimators.

AuthorKaspar Rufibach
Date of publication2015-07-04 15:27:12
MaintainerKaspar Rufibach <kaspar.rufibach@gmail.com>
LicenseGPL (>= 2)
Version1.0.6
URL http://www.kasparrufibach.ch
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("OrdFacReg")

Popular man pages

internal: Internal functions for ordered factor regression functions
ordFacReg: Compute least squares or logistic regression for ordered...
ordFacRegCox: Compute Cox-regression for ordered predictors
ordFacReg-package: Least Squares, Logistic, and Cox-Regression with Ordered...
prepareData: Prepare input data to be used in active set algorithm
See all...

All man pages Function index File listing

Man pages

internal: Internal functions for ordered factor regression functions
ordFacReg: Compute least squares or logistic regression for ordered...
ordFacRegCox: Compute Cox-regression for ordered predictors
ordFacReg-package: Least Squares, Logistic, and Cox-Regression with Ordered...
prepareData: Prepare input data to be used in active set algorithm

Functions

Abeta Man page Source code
LSEsubspace Man page Source code
OrdFacReg Man page
OrdFacReg-package Man page
constraintMats Man page Source code
coxDeriv Man page Source code
coxLoglik Man page Source code
coxSubspace Man page Source code
dummy Man page Source code
expandBeta Man page Source code
indexDummy Man page Source code
lmLSE Man page Source code
lmSS Man page Source code
logRegDeriv Man page Source code
logRegLoglik Man page Source code
logRegMLE Man page
logRegSubspace Man page Source code
maxStep Man page Source code
ordFacReg Man page Source code
ordFacRegCox Man page Source code
phi_jl Man page Source code Source code
prepareData Man page Source code
setminus Man page Source code
shrinkBeta Man page Source code

Files

NAMESPACE
NEWS
R
R/logRegDeriv.r
R/lmSS.r
R/setminus.r
R/ordFacReg.r
R/logRegSubspace.r
R/maxStep.r
R/logRegLoglik.r
R/constraintMats.r
R/coxLoglik.r
R/lmLSE.r
R/coxDeriv.r
R/expandBeta.r
R/dummy.r
R/coxSubspace.r
R/phi_jl.r
R/LSEsubspace.r
R/shrinkBeta.r
R/Abeta.r
R/ordFacRegCox.r
R/indexDummy.r
R/prepareData.r
MD5
DESCRIPTION
man
man/ordFacReg-package.Rd
man/internal.Rd
man/prepareData.Rd
man/ordFacRegCox.Rd
man/ordFacReg.Rd
OrdFacReg documentation built on May 19, 2017, 10:35 a.m.

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

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

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