survML-package {survML}R Documentation

survML: Tools for Flexible Survival Analysis Using Machine Learning

Description

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.

Author(s)

Maintainer: Charles Wolock cwolock@gmail.com (ORCID) [copyright holder]

Other contributors:

See Also

Useful links:


[Package survML version 1.2.0 Index]