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tranSurv  

Transformation Model Based Estimation of Survival and Regression Under Dependent Truncation and Independent Censoring
View on CRAN: Click here


Download and install tranSurv package within the R console
Install from CRAN:
install.packages("tranSurv")

Install from Github:
library("remotes")
install_github("cran/tranSurv")

Install by package version:
library("remotes")
install_version("tranSurv", "1.2.2")



Attach the package and use:
library("tranSurv")
Maintained by
Sy Han (Steven) Chiou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-07-19
Latest Update: 2021-01-12
Description:
A latent, quasi-independent truncation time is assumed to be linked with the observed dependent truncation time, the event time, and an unknown transformation parameter via a structural transformation model. The transformation parameter is chosen to minimize the conditional Kendall's tau (Martin and Betensky, 2005) <doi:10.1198/016214504000001538> or the regression coefficient estimates (Jones and Crowley, 1992) <doi:10.2307/2336782>. The marginal distribution for the truncation time and the event time are completely left unspecified. The methodology is applied to survival curve estimation and regression analysis.
How to cite:
Sy Han (Steven) Chiou (2016). tranSurv: Transformation Model Based Estimation of Survival and Regression Under Dependent Truncation and Independent Censoring. R package version 1.2.2, https://cran.r-project.org/web/packages/tranSurv. Accessed 30 Apr. 2025.
Previous versions and publish date:
1.0-0 (2016-07-19 02:33), 1.1-4 (2017-02-08 06:17), 1.1-5 (2018-04-18 18:36), 1.1.6 (2018-07-19 19:00), 1.2.0 (2019-05-24 17:30), 1.2.1 (2020-07-28 06:50), 1.2.2 (2021-01-12 10:10)
Other packages that cited tranSurv R package
View tranSurv citation profile
Other R packages that tranSurv depends, imports, suggests or enhances
Complete documentation for tranSurv
Functions, R codes and Examples using the tranSurv R package
Some associated functions: Surv . cKendall . gof . kendall . plot.trSurvfit . pmcc . trReg . trSurv.control . trSurvfit . tranSurv-package . wKendall . 
Some associated R codes: Surv.R . gof.R . kendalls.R . plot.trSurvfit.R . pmcc.R . summary.R . trReg.R . trSurv_pkg.R . trSurvfit.R . util.R . wKendall.R .  Full tranSurv package functions and examples
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