| TransModel-package {TransModel} | R Documentation |
Fit Linear Transformation Models for Right Censored Data
Description
Semiparametric analysis for linear transformation model, such as the proportional hazards model and the proportional odds model, is fitted based on a unified method proposed in Chen(2002) for right censored survival data.
Details
The main function TransModel gives estimates for coefficients and covariance matrix for the predictors in the linear transformation model. Print and summary method can be applied to the returned object.
Author(s)
Jie Zhou, Jiajia Zhang, Wenbin Lu
Maintainer: Jie Zhou <zhoujie02569@gmail.com>
References
Kani Chen, et al., Semiparametric analysis of transformation models with censored data. Biometrika, 89(3), 659-668, 2002.
Jie Zhou, Jiajia Zhang, Wenbin Lu. An R Package for Linear Transformation Model with Censored Data. Journal of Statistical Software, 101(1), 1-12, 2022.