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' |