AIM: AIM: adaptive index model
Version 1.01

R functions for adaptively constructing index models for continuous, binary and survival outcomes. Implementation requires loading R-pacakge "survival"

Browse man pages Browse package API and functions Browse package files

AuthorL. Tian and R. Tibshirani
Date of publication2010-04-05 19:01:20
MaintainerRobert Tibshirani <tibs@stat.stanford.edu>
LicenseLGPL-2
Version1.01
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("AIM")

Man pages

backfit.cox.interaction: Internal function used in cox.interaction
backfit.cox.main: Internal function used in cox.main
backfit.lm.interaction: Internal function used in lm.interaction
backfit.lm.main: Internal function used in lm.main
backfit.logistic.interaction: Internal function used in logistic.interaction
backfit.logistic.main: Internal function used in logistic.main
cox.interaction: Interaction Cox adaptive index model
cox.main: Main effect Cox adaptive index model
cv.cox.interaction: Cross-validation in the interaction Cox AIM
cv.cox.main: Cross-validation in main effect Cox AIM
cv.lm.interaction: Cross-validation in interaction linear AIM
cv.lm.main: Cross-validation in main effect linear AIM
cv.logistic.interaction: Cross-validation in interaction logistic AIM
cv.logistic.main: Cross-validation in the main effect logistic AIM
index.prediction: Predict index based on fitted AIM
lm.interaction: Interaction linear adaptive index model
lm.main: Main effect linear adaptive index model
logistic.interaction: Interaction logistic adaptive index model
logistic.main: Main effect logistic adaptive index model

Functions

backfit.cox.interaction Man page Source code
backfit.cox.main Man page Source code
backfit.lm.interaction Man page Source code
backfit.lm.main Man page Source code
backfit.logistic.interaction Man page Source code
backfit.logistic.main Man page Source code
cox.interaction Man page Source code
cox.main Man page Source code
cv.cox.interaction Man page Source code
cv.cox.main Man page Source code
cv.lm.interaction Man page Source code
cv.lm.main Man page Source code
cv.logistic.interaction Man page Source code
cv.logistic.main Man page Source code
index.prediction Man page Source code
lm.interaction Man page Source code
lm.main Man page Source code
logistic.interaction Man page Source code
logistic.main Man page Source code

Files

DESCRIPTION
man
man/backfit.cox.interaction.Rd
man/backfit.cox.main.Rd
man/backfit.lm.interaction.Rd
man/backfit.lm.main.Rd
man/backfit.logistic.interaction.Rd
man/backfit.logistic.main.Rd
man/cox.interaction.Rd
man/cox.main.Rd
man/cv.cox.interaction.Rd
man/cv.cox.main.Rd
man/cv.lm.interaction.Rd
man/cv.lm.main.Rd
man/cv.logistic.interaction.Rd
man/cv.logistic.main.Rd
man/index.prediction.Rd
man/lm.interaction.Rd
man/lm.main.Rd
man/logistic.interaction.Rd
man/logistic.main.Rd
NAMESPACE
R
R/aimfuns-supp.R
R/cox.interaction.R
R/cox.main.R
R/cv.cox.interaction.R
R/cv.cox.main.R
R/cv.lm.interaction.R
R/cv.lm.main.R
R/cv.logistic.interaction.R
R/cv.logistic.main.R
R/index.prediction.R
R/lm.interaction.R
R/lm.main.R
R/logistic.interaction.R
R/logistic.main.R
AIM documentation built on May 19, 2017, 1:56 p.m.