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 07 Aug. 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

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  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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