Other packages > Find by keyword >

GMAC  

Genomic Mediation Analysis with Adaptive Confounding Adjustment
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GMAC", "3.2")



Attach the package and use:
library("GMAC")
Maintained by
Jiebiao Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-09
Latest Update: 2022-03-17
Description:
Performs genomic mediation analysis with adaptive confounding adjustment (GMAC) proposed by Yang et al. (2017) . It implements large scale mediation analysis and adaptively selects potential confounding variables to adjust for each mediation test from a pool of candidate confounders. The package is tailored for but not limited to genomic mediation analysis (e.g., cis-gene mediating trans-gene regulation pattern where an eQTL, its cis-linking gene transcript, and its trans-gene transcript play the roles as treatment, mediator and the outcome, respectively), restricting to scenarios with the presence of cis-association (i.e., treatment-mediator association) and random eQTL (i.e., treatment).
How to cite:
Jiebiao Wang (2017). GMAC: Genomic Mediation Analysis with Adaptive Confounding Adjustment. R package version 3.2, https://cran.r-project.org/web/packages/GMAC. Accessed 18 Sep. 2026.
Previous versions and publish date:
1.0 (2017-04-09 16:18), 2.0 (2017-10-31 23:54), 3.0 (2017-12-15 18:45), 3.1 (2022-03-17 09:30), (2026-07-09 08:05)
Other packages that cited GMAC R package
View GMAC citation profile
Other R packages that GMAC depends, imports, suggests or enhances
Complete documentation for GMAC
Functions, R codes and Examples using the GMAC R package
Some associated functions: dat . gmac . 
Some associated R codes: GMAC.R . data.R .  Full GMAC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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