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adjSURVCI (version 1.0)

Parameter and Adjusted Probability Estimation for Right-Censored Data

Description

Functions in this package fit a stratified Cox proportional hazards and a proportional subdistribution hazards model by extending Zhang et al., (2007) and Zhang et al., (2011) respectively to clustered right-censored data. The functions also provide the estimates of the cumulative baseline hazard along with their standard errors. Furthermore, the adjusted survival and cumulative incidence probabilities are also provided along with their standard errors. Finally, the estimate of cumulative incidence and survival probabilities given a vector of covariates along with their standard errors are also provided.

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Version

Install

install.packages('adjSURVCI')

Monthly Downloads

250

Version

1.0

License

GPL (>= 2)

Maintainer

Manoj Khanal

Last Published

December 15th, 2021

Functions in adjSURVCI (1.0)

survCOX

Stratified Marginal Proportional Hazards Model For Clustered Survival Data
simulate_surv_data

Simulate stratified and clustered survival data
simulate_CR_data

Simulate stratified clustered competing risks data
crrscKM

Stratified Proportional Subdistribution Hazards Model For Clustered Competing Risks Data With Covariate-Independent Censoring
crrscCOX

Stratified Competing Proportional Subdistribution Hazards Model For Clustered Competing Risks Data With Covariate-Dependent Censoring