Haolin Li

Improving the within-node estimation of survival trees while retaining interpretability

2025 · Journal of Applied Statistics

In statistical learning for survival data, survival trees are favored for their capacity to detect complex relationships beyond parametric and semiparametric models. Despite this, their prediction accuracy is often suboptimal. In this paper, we propose …