sprinter: Framework for Screening Prognostic Interactions

Share:

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.

Author
Isabell Hoffmann
Date of publication
2014-12-18 15:56:40
Maintainer
Isabell Hoffmann <Isabell.Hoffmann@uni-mainz.de>
License
GPL-2
Version
1.1.0

View on CRAN

Man pages

plot.resample.sprinter
Plots coefficients generated by 'resample.sprinter'
predict.sprinter
Predict method for objects of class 'sprinter'
resample.sprinter
Wrapper for the function 'sprinter' in order to judge the...
screen.inter
Adaptive function for screening interactions
screen.main.cox
Adaptive function for screening main effects and performing a...
screen.main.glm
Adaptive function for screening main effects and fitting a...
simul.int
Function for simulating survival data with interactions
sprinter
Main function for building prognostic models by considering...
summary.resample.sprinter
Generates a summary for objects of class 'resample.sprinter'
summary.sprinter
Generates a summary for objects of class 'sprinter'

Files in this package

sprinter
sprinter/inst
sprinter/inst/doc
sprinter/inst/doc/vignetteSprinter.Rnw
sprinter/inst/doc/vignetteSprinter.pdf
sprinter/NAMESPACE
sprinter/R
sprinter/R/sprinter.r
sprinter/vignettes
sprinter/vignettes/bibVignette.bib
sprinter/vignettes/vignetteSprinter.Rnw
sprinter/vignettes/figure
sprinter/vignettes/figure/plot_resamcb_optio.pdf
sprinter/vignettes/figure/loadsimd.pdf
sprinter/vignettes/figure/printsumresamcb.pdf
sprinter/MD5
sprinter/build
sprinter/build/vignette.rds
sprinter/DESCRIPTION
sprinter/man
sprinter/man/screen.inter.Rd
sprinter/man/screen.main.glm.Rd
sprinter/man/resample.sprinter.Rd
sprinter/man/predict.sprinter.Rd
sprinter/man/plot.resample.sprinter.Rd
sprinter/man/screen.main.cox.Rd
sprinter/man/simul.int.Rd
sprinter/man/sprinter.Rd
sprinter/man/summary.sprinter.Rd
sprinter/man/summary.resample.sprinter.Rd