survML

Tools for Flexible Survival Analysis Using Machine Learning

CRAN Package

Statistical tools for analyzing time-to-event data using machine learning. Implements survival stacking for conditional survival estimation, standardized survival function estimation for current status data, and methods for algorithm-agnostic variable importance. See Wolock CJ, Gilbert PB, Simon N, and Carone M (2024) doi:10.1080/10618600.2024.2304070.

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  • Depends1 package
  • Imports8 packages
  • Suggests5 packages
  • Reverse Imports1 package