Document Type
Article
Abstract
Linear transformation models, including the proportional hazards model and proportional odds model, under right censoring were discussed by Chen, Jin, and Ying (2002). The asymptotic variance of the estimator they proposed has a closed form and can be obtained easily by plug-in rules, which improves the computational efficiency. We develop an R package TransModel based on Chen's approach. The detailed usage of the package is discussed, and the function is applied to the Veterans' Administration lung cancer data.
Digital Object Identifier (DOI)
Publication Info
Published in Journal of Statistical Software, Volume 10, Issue 19, 2022, pages 1-12.
Rights
This article is under Creative Commons Attribution License (CC-BY)