gMCPLite

swMATH44531CRANgMCPLiteMaRDI QIDQ1334461

Lightweight Graph Based Multiple Comparison Procedures

Yalin Zhu, Xuan Deng, Yilong Zhang, Keaven Anderson, Nan Xiao

Last update: 11 January 2024

Copyright license: GNU General Public License, version 3.0

Software version identifier: 0.1.2, 0.1.3, 0.1.4, 0.1.5

Source code repository: https://github.com/cran/gMCPLite

Description

A lightweight fork of 'gMCP' with functions for graphical described multiple test procedures introduced in Bretz et al. (2009) <doi:10.1002/sim.3495> and Bretz et al. (2011) <doi:10.1002/bimj.201000239>. Implements a flexible function using 'ggplot2' to create multiplicity graph visualizations. Contains instructions of multiplicity graph and graphical testing for group sequential design, described in Maurer and Bretz (2013) <doi:10.1080/19466315.2013.807748>, with necessary unit testing using 'testthat'.

Cites work

• A graphical approach to sequentially rejective multiple test procedures
• Graphical approaches for multiple comparison procedures using weighted Bonferroni, Simes, or parametric tests
• Multiple Testing in Group Sequential Trials Using Graphical Approaches

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