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GFDrmst (version 0.1.1)

Multiple RMST-Based Tests in General Factorial Designs

Description

We implemented multiple tests based on the restricted mean survival time (RMST) for general factorial designs as described in Munko et al. (2024) . Therefore, an asymptotic test, a groupwise bootstrap test, and a permutation test are incorporated with a Wald-type test statistic. The asymptotic and groupwise bootstrap test take the asymptotic exact dependence structure of the test statistics into account to gain more power. Furthermore, confidence intervals for RMST contrasts can be calculated and plotted and a stepwise extension that can improve the power of the multiple tests is available.

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Version

Install

install.packages('GFDrmst')

Monthly Downloads

147

Version

0.1.1

License

GPL (>= 3)

Maintainer

Merle Munko

Last Published

August 19th, 2024

Functions in GFDrmst (0.1.1)

plot.GFDrmst

Plot simultaneous confidence intervals for a GFDrmst object
GFDrmstGUI

A Shiny app for multiple RMST-based tests
summary.GFDrmst

Summarizing RMST-based multiple testing output
RMST.test

Function to perform multiple RMST-based tests