This repository contains the codes used to reproduce the results of our paper:
Fernandez, C., Gaillard, P., de Vilmarest, J. and Wintenberger, O. (2024). Online learning approach for suvival analysis. arXiv preprint arXiv :2402.05145.
The experiments were carried out with R.
- online_algorithms contains all the functions and algorithms use throughout the paper: ONS, gradient descent, BOA and SurvONS.
- MC_simulations contains the data simulation and the parameter estimation of all the online algorithms.
- MC_results contains the graphs that show the results of the simulation section of the paper.