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sprinter (version 1.1.0)

Framework for Screening Prognostic Interactions

Description

The main function of this package builds prognostic models that consider interactions by combining available statistical components. Furthermore, it provides a function for evaluating the relevance of the selected interactions by resampling techniques.

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Version

Install

install.packages('sprinter')

Monthly Downloads

8

Version

1.1.0

License

GPL-2

Maintainer

Isabell Hoffmann

Last Published

December 18th, 2014

Functions in sprinter (1.1.0)

resample.sprinter

Wrapper for the function sprinter in order to judge the stability of the selected variables
screen.main.glm

Adaptive function for screening main effects and fitting a generalized linear model
screen.inter

Adaptive function for screening interactions
plot.resample.sprinter

Plots coefficients generated by resample.sprinter
predict.sprinter

Predict method for objects of class sprinter
screen.main.cox

Adaptive function for screening main effects and performing a Cox model
summary.sprinter

Generates a summary for objects of class sprinter
summary.resample.sprinter

Generates a summary for objects of class resample.sprinter
simul.int

Function for simulating survival data with interactions
sprinter

Main function for building prognostic models by considering interactions.