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eventTrack

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Software:98849



CRANeventTrackMaRDI QIDQ98849

Event Prediction for Time-to-Event Endpoints

Kaspar Rufibach

Last update: 8 August 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 1.0.2, 1.0.0, 1.0.1, 1.0.2, 1.0.3

Implements the hybrid framework for event prediction described in Fang & Zheng (2011, <doi:10.1016/j.cct.2011.05.013>). To estimate the survival function the event prediction is based on, a piecewise exponential hazard function is fit to the time-to-event data to infer the potential change points. Prior to the last identified change point, the survival function is estimated using Kaplan-Meier, and the tail after the change point is fit using piecewise exponential.





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