The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
It is often challenging to strongly control the family-wise type-1 error rate in the group-sequential trials with multiple endpoints (hypotheses). The inflation of type-1 error rate comes from two sources (S1) repeated testing individual hypothesis and (S2) simultaneous testing multiple hypotheses. The 'MultiGroupSequential' package is intended to help researchers to tackle this challenge. The procedures provided include the sequential procedures described in Luo and Quan (2023) <doi:10.1080/19466315.2023.2191989> and the graphical procedure proposed by Maurer and Bretz (2013) <doi:10.1080/19466315.2013.807748>. Luo and Quan (2013) describes three procedures, and the functions to implement these procedures are (1) seqgspgx() implements a sequential graphical procedure based on the group-sequential p-values; (2) seqgsphh() implements a sequential Hochberg/Hommel procedure based on the group-sequential p-values; and (3) seqqvalhh() implements a sequential Hochberg/Hommel procedure based on the q-values. In addition, seqmbgx() implements the sequential graphical procedure described in Maurer and Bretz (2013).
| Version: | 1.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | stats, OpenMx, hommel |
| Published: | 2023-08-09 |
| DOI: | 10.32614/CRAN.package.MultiGroupSequential |
| Author: | Xiaodong Luo [aut, cre], Hui Quan [ctb], Sanofi [cph] |
| Maintainer: | Xiaodong Luo <Xiaodong.Luo at sanofi.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | MultiGroupSequential results |
| Reference manual: | MultiGroupSequential.pdf |
| Package source: | MultiGroupSequential_1.1.0.tar.gz |
| Windows binaries: | r-devel: MultiGroupSequential_1.1.0.zip, r-release: MultiGroupSequential_1.1.0.zip, r-oldrel: MultiGroupSequential_1.1.0.zip |
| macOS binaries: | r-release (arm64): MultiGroupSequential_1.1.0.tgz, r-oldrel (arm64): MultiGroupSequential_1.1.0.tgz, r-release (x86_64): MultiGroupSequential_1.1.0.tgz, r-oldrel (x86_64): MultiGroupSequential_1.1.0.tgz |
| Old sources: | MultiGroupSequential archive |
Please use the canonical form https://CRAN.R-project.org/package=MultiGroupSequential to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.