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SemiPar.depCens  

Copula Based Cox Proportional Hazards Models for Dependent Censoring
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/SemiPar.depCens")

Install by package version:
library("remotes")
install_version("SemiPar.depCens", "0.1.3")



Attach the package and use:
library("SemiPar.depCens")
Maintained by
Negera Wakgari Deresa
[Scholar Profile | Author Map]
First Published: 2024-02-29
Latest Update: 2024-02-29
Description:
Copula based Cox proportional hazards models for survival data subject to dependent censoring. This approach does not assume that the parameter defining the copula is known. The dependency parameter is estimated with other finite model parameters by maximizing a Pseudo likelihood function. The cumulative hazard function is estimated via estimating equations derived based on martingale ideas. Available copula functions include Frank, Gumbel and Normal copulas. Only Weibull and lognormal models are allowed for the censoring model, even though any parametric model that satisfies certain identifiability conditions could be used. Implemented methods are described in the article "Copula based Cox proportional hazards models for dependent censoring" by Deresa and Van Keilegom (2023) .
How to cite:
Negera Wakgari Deresa (2024). SemiPar.depCens: Copula Based Cox Proportional Hazards Models for Dependent Censoring. R package version 0.1.3, https://cran.r-project.org/web/packages/SemiPar.depCens. Accessed 05 May. 2025.
Previous versions and publish date:
0.1.1 (2024-02-29 21:42), 0.1.2 (2024-03-29 17:30)
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