Other packages > Find by keyword >

MultiGroupSequential  

Group-Sequential Procedures with Multiple Hypotheses
View on CRAN: Click here


Download and install MultiGroupSequential package within the R console
Install from CRAN:
install.packages("MultiGroupSequential")

Install from Github:
library("remotes")
install_github("cran/MultiGroupSequential")

Install by package version:
library("remotes")
install_version("MultiGroupSequential", "1.1.0")



Attach the package and use:
library("MultiGroupSequential")
Maintained by
Xiaodong Luo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-22
Latest Update: 2023-08-09
Description:
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) and the graphical procedure proposed by Maurer and Bretz (2013) . 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).
How to cite:
Xiaodong Luo (2023). MultiGroupSequential: Group-Sequential Procedures with Multiple Hypotheses. R package version 1.1.0, https://cran.r-project.org/web/packages/MultiGroupSequential. Accessed 28 Jul. 2026.
Previous versions and publish date:
1.0.0 (2023-05-22 20:10), (2026-07-09 08:11)
Other packages that cited MultiGroupSequential R package
View MultiGroupSequential citation profile
Other R packages that MultiGroupSequential depends, imports, suggests or enhances
Complete documentation for MultiGroupSequential
Functions, R codes and Examples using the MultiGroupSequential R package
Full MultiGroupSequential package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

openintro  
Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs
Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and ...
Download / Learn more Package Citations See dependency  
textmineR  
Functions for Text Mining and Topic Modeling
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides ...
Download / Learn more Package Citations See dependency  
NPBayesImputeCat  
Non-Parametric Bayesian Multiple Imputation for Categorical Data
These routines create multiple imputations of missing at random categorical data, and create multipl ...
Download / Learn more Package Citations See dependency  
ExplodeLayout  
Calculate Exploded Coordinates Based on Original Node Coordinates and Node Clustering Membership
Current layout algorithms such as Kamada Kawai do not take into consideration disjoint clusters in a ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
daqapo  
Data Quality Assessment for Process-Oriented Data
Provides a variety of methods to identify data quality issues in process-oriented data, which are us ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA