Illustration of stacked survival models with parametric, semi-parametric, and non-parametric survival models
- Download all of the files in this folder. The 'gbcs_example.R' file illustrates stacked survival models on the German breast cancer data set. Note that the current example uses the 'randomForestSRC' package instead of the 'randomSurvivalForest' package. This results in slightly different model weights than presented in the paper. As a word of caution, the matrix dimensions of predicted conditional survival functions can be different between different packages (e.g., 'survival' package versus 'randomForestSRC' package).
Implementing Censored Quantile Regression with Bagged Survival Trees
- R package: Install using install.packages(). Mac and unix are 'type = "source"', while windows is binary (the default). Please check the R documentation for the difference between "source" and "binary".