TransModel-package: Fit Linear Transformation Models for Right Censored Data

In TransModel: 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 <[e-mail]>

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.

TransModel documentation built on Feb. 3, 2022, 5:08 p.m.