AIM: AIM: adaptive index model

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

Author
L. Tian and R. Tibshirani
Date of publication
2010-04-05 19:01:20
Maintainer
Robert Tibshirani <tibs@stat.stanford.edu>
License
LGPL-2
Version
1.01

View on CRAN

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

Files in this package

AIM
AIM/DESCRIPTION
AIM/man
AIM/man/backfit.cox.interaction.Rd
AIM/man/backfit.cox.main.Rd
AIM/man/backfit.lm.interaction.Rd
AIM/man/backfit.lm.main.Rd
AIM/man/backfit.logistic.interaction.Rd
AIM/man/backfit.logistic.main.Rd
AIM/man/cox.interaction.Rd
AIM/man/cox.main.Rd
AIM/man/cv.cox.interaction.Rd
AIM/man/cv.cox.main.Rd
AIM/man/cv.lm.interaction.Rd
AIM/man/cv.lm.main.Rd
AIM/man/cv.logistic.interaction.Rd
AIM/man/cv.logistic.main.Rd
AIM/man/index.prediction.Rd
AIM/man/lm.interaction.Rd
AIM/man/lm.main.Rd
AIM/man/logistic.interaction.Rd
AIM/man/logistic.main.Rd
AIM/NAMESPACE
AIM/R
AIM/R/aimfuns-supp.R
AIM/R/cox.interaction.R
AIM/R/cox.main.R
AIM/R/cv.cox.interaction.R
AIM/R/cv.cox.main.R
AIM/R/cv.lm.interaction.R
AIM/R/cv.lm.main.R
AIM/R/cv.logistic.interaction.R
AIM/R/cv.logistic.main.R
AIM/R/index.prediction.R
AIM/R/lm.interaction.R
AIM/R/lm.main.R
AIM/R/logistic.interaction.R
AIM/R/logistic.main.R