Other packages > Find by keyword >

GLMaSPU  

An Adaptive Test on High Dimensional Parameters in Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GLMaSPU", "1.0")



Attach the package and use:
library("GLMaSPU")
Maintained by
Chong Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-09
Latest Update: 2016-12-09
Description:
Several tests for high dimensional generalized linear models have been proposed recently. In this package, we implemented a new test called adaptive sum of powered score (aSPU) for high dimensional generalized linear models, which is often more powerful than the existing methods in a wide scenarios. We also implemented permutation based version of several existing methods for research purpose. We recommend users use the aSPU test for their real testing problem. You can learn more about the tests implemented in the package via the following papers: 1. Pan, W., Kim, J., Zhang, Y., Shen, X. and Wei, P. (2014) A powerful and adaptive association test for rare variants, Genetics, 197(4). 2. Guo, B., and Chen, S. X. (2016) . Tests for high dimensional generalized linear models. Journal of the Royal Statistical Society: Series B. 3. Goeman, J. J., Van Houwelingen, H. C., and Finos, L. (2011) . Testing against a high-dimensional alternative in the generalized linear model: asymptotic type I error control. Biometrika, 98(2).
How to cite:
Chong Wu (2016). GLMaSPU: An Adaptive Test on High Dimensional Parameters in Generalized Linear Models. R package version 1.0, https://cran.r-project.org/web/packages/GLMaSPU. Accessed 06 Oct. 2026.
Previous versions and publish date:
1.0 (2016-12-09 08:58), (2026-07-09 08:05)
Other packages that cited GLMaSPU R package
View GLMaSPU citation profile
Other R packages that GLMaSPU depends, imports, suggests or enhances
Complete documentation for GLMaSPU
Functions, R codes and Examples using the GLMaSPU R package
Some associated functions: GLMaSPU-package . Goeman_perm . HDGLM_perm . aSPU_apval . aSPU_perm . generate_data . 
Some associated R codes: Goeman_perm.R . HDGLM_perm.R . RcppExports.R . aSPU_apval.R . aSPU_perm.R . generate_data.R . support_fun.R .  Full GLMaSPU package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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