Simulation study of Cox model with change-points in a covariate

Published: 26 June 2024| Version 1 | DOI: 10.17632/wrm9zmmpht.1
Contributor:
Yulin Zhou

Description

Generating data based on Cox model with change-points in a covariate, and applying a sequential test method for detecting change-points, with three types of partial likelihood. R codes, generated datasets and analysis results are included. The results show that the first type of partial likelihood is not appropriate for detecting change-points, while the second and third types are suitable. See ./readme.txt for details.

Files

Steps to reproduce

See ./readme.txt.

Institutions

University of Science and Technology of China

Categories

Survival Analysis, Change Point Analysis

Licence