Open AccessExperimental Comparison of Semi-parametric, Parametric, and Machine Learning Methods for Time-to-Event Analysis Through the IPEC Score
Author(s) -
Camila Fernández,
Chung Shue Chen,
Pierre Gaillard,
Alonso Silva
Publication year - 2021
Publication title -
hal (le centre pour la communication scientifique directe)
Language(s) - English
Resource type - Conference proceedings
Subject(s) - weibull distribution , parametric statistics , boosting (machine learning) , proportional hazards model , gradient boosting , parametric model , computer science , survival analysis , random forest , event (particle physics) , semiparametric model , artificial intelligence , machine learning , statistics , mathematics , physics , quantum mechanics