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EquiSurv
View on CRAN: Click
here
Download and install EquiSurv package within the R console
Install from CRAN:
install.packages("EquiSurv")
Install from Github:
library("remotes")
install_github("cran/EquiSurv")
Install by package version:
library("remotes")
install_version("EquiSurv", "0.1.0")
Attach the package and use:
library("EquiSurv")
Maintained by
Kathrin Moellenhoff
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-23
Latest Update: 2020-09-23
Description:
We provide a non-parametric and a parametric approach to investigate the equivalence (or non-inferiority) of two survival curves, obtained from two given datasets. The test is based on the creation of confidence intervals at pre-specified time points.
For the non-parametric approach, the curves are given by Kaplan-Meier curves and the variance for calculating the confidence intervals is obtained by Greenwood's formula.
The parametric approach is based on estimating the underlying distribution, where the user can choose between a Weibull, Exponential, Gaussian, Logistic, Log-normal or a Log-logistic distribution. Estimates for the variance for calculating the confidence bands are obtained by a (parametric) bootstrap approach. For this bootstrap censoring is assumed to be exponentially distributed and estimates are obtained from the datasets under consideration.
All details can be found in K.Moellenhoff and A.Tresch: Survival analysis under non-proportional hazards: investigating non-inferiority or equivalence in time-to-event data .
How to cite:
Kathrin Moellenhoff (2020). EquiSurv: Modeling, Confidence Intervals and Equivalence of Survival Curves. R package version 0.1.0, https://cran.r-project.org/web/packages/EquiSurv. Accessed 01 Feb. 2025.
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Complete documentation for EquiSurv
Functions, R codes and Examples using
the EquiSurv R package
Some associated functions: boot_exponential . boot_gaussian . boot_logistic . boot_loglogistic . boot_lognormal . boot_weibull . confint_diff . confint_km_diff . test_diff . test_nonpar .
Some associated R codes: boot_exponential.R . boot_gaussian.R . boot_logistic.R . boot_loglogistic.R . boot_lognormal.R . boot_weibull.R . confint_diff.R . confint_km_diff.R . test_diff.R . test_nonpar.R . Full EquiSurv package functions and examples
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