Random Survival Forest for Recurrent Events
Check if a Variable is Supported
Make a Decision Based on Input
Pipe operator
Plot method for recforest objects
Predict using a recforest model
Print method for recforest objects
recforest: Random Survival Forest for Recurrent Events
Summary Method for recforest Objects
Train a Recforest Model
A tool designed to analyze recurrent events when dealing with right-censored data and the potential presence of a terminal event (that prevents further occurrences, like death). It extends the random survival forest algorithm, adapting splitting rules and node estimators to handle complexities of recurrent events. The methodology is fully described in Murris, J., Bouaziz, O., Jakubczak, M., Katsahian, S., & Lavenu, A. (2024) (<https://hal.science/hal-04612431v1/document>).