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AIM (version 1.01)

AIM: adaptive index model

Description

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

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Version

Install

install.packages('AIM')

Monthly Downloads

10

Version

1.01

License

LGPL-2

Maintainer

Rob Tibshirani

Last Published

April 5th, 2010

Functions in AIM (1.01)

backfit.logistic.main

Internal function used in logistic.main
backfit.cox.main

Internal function used in cox.main
cv.lm.interaction

Cross-validation in interaction linear AIM
index.prediction

Predict index based on fitted AIM
backfit.logistic.interaction

Internal function used in logistic.interaction
backfit.cox.interaction

Internal function used in cox.interaction
cv.logistic.interaction

Cross-validation in interaction logistic AIM
backfit.lm.interaction

Internal function used in lm.interaction
cv.cox.main

Cross-validation in main effect Cox AIM
cox.interaction

Interaction Cox adaptive index model
cox.main

Main effect Cox adaptive index model
cv.lm.main

Cross-validation in main effect linear AIM
logistic.main

Main effect logistic adaptive index model
lm.interaction

Interaction linear adaptive index model
backfit.lm.main

Internal function used in lm.main
cv.logistic.main

Cross-validation in the main effect logistic AIM
cv.cox.interaction

Cross-validation in the interaction Cox AIM
logistic.interaction

Interaction logistic adaptive index model
lm.main

Main effect linear adaptive index model