Framework for Screening Prognostic Interactions


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Documentation for package ‘sprinter’ version 1.1.0

Help Pages

fit.CoxBoost Adaptive function for screening main effects and performing a Cox model
fit.GAMBoost Adaptive function for screening main effects and fitting a generalized linear model
fit.logicReg Adaptive function for screening interactions
fit.logicReg.select Adaptive function for screening interactions
fit.rf Adaptive function for screening interactions
fit.rf.select Adaptive function for screening interactions
fit.uniCox Adaptive function for screening main effects and performing a Cox model
fit.uniGlm Adaptive function for screening main effects and fitting a generalized linear model
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 stability of the selected variables
simul.int Function for simulating survival data with interactions
sprinter Main function for building prognostic models by considering interactions.
summary.resample.sprinter Generates a summary for objects of class 'resample.sprinter'
summary.sprinter Generates a summary for objects of class 'sprinter'