sprinter: Framework for Screening Prognostic Interactions
Version 1.1.0

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.

Browse man pages Browse package API and functions Browse package files

AuthorIsabell Hoffmann
Date of publication2014-12-18 15:56:40
MaintainerIsabell Hoffmann <Isabell.Hoffmann@uni-mainz.de>
LicenseGPL-2
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("sprinter")

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'

Functions

fct_indexlist Source code
fct_interselect Source code
fit.CoxBoost Man page Source code
fit.GAMBoost Man page Source code
fit.hierarch Man page Source code
fit.logicReg Man page Source code
fit.logicReg.select Man page Source code
fit.rf Man page Source code
fit.rf.select Man page Source code
fit.uniCox Man page Source code
fit.uniGlm Man page Source code
get.data Source code
get.info Source code
plot.resample.sprinter Man page Source code
predict.sprinter Man page Source code
print.resample.sprinter Source code
print.sprinter Source code
resample.sprinter Man page Source code
simul.int Man page Source code
sprinter Man page Source code
summary.resample.sprinter Man page Source code
summary.sprinter Man page Source code

Files

inst
inst/doc
inst/doc/vignetteSprinter.Rnw
inst/doc/vignetteSprinter.pdf
NAMESPACE
R
R/sprinter.r
vignettes
vignettes/bibVignette.bib
vignettes/vignetteSprinter.Rnw
vignettes/figure
vignettes/figure/plot_resamcb_optio.pdf
vignettes/figure/loadsimd.pdf
vignettes/figure/printsumresamcb.pdf
MD5
build
build/vignette.rds
DESCRIPTION
man
man/screen.inter.Rd
man/screen.main.glm.Rd
man/resample.sprinter.Rd
man/predict.sprinter.Rd
man/plot.resample.sprinter.Rd
man/screen.main.cox.Rd
man/simul.int.Rd
man/sprinter.Rd
man/summary.sprinter.Rd
man/summary.resample.sprinter.Rd
sprinter documentation built on May 19, 2017, 8:16 a.m.