Other packages > Find by keyword >

hdmed  

Methods for Mediation Analysis with High-Dimensional Mediators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hdmed", "1.0.1")



Attach the package and use:
library("hdmed")
Maintained by
Dylan Clark-Boucher
[Scholar Profile | Author Map]
First Published: 2023-02-27
Latest Update: 2023-02-27
Description:
A suite of functions for performing mediation analysis with high-dimensional mediators. In addition to centralizing code from several existing packages for high-dimensional mediation analysis, we provide organized, well-documented functions for a handle of methods which, though programmed their original authors, have not previously been formalized into R packages or been made presentable for public use. The methods we include cover a broad array of approaches and objectives, and are described in detail by both our companion manuscript---"Methods for Mediation Analysis with High-Dimensional DNA Methylation Data: Possible Choices and Comparison"---and the original publications that proposed them. The specific methods offered by our package include the Bayesian sparse linear mixed model (BSLMM) by Song et al. (2019); high-dimensional mediation analysis (HDMA) by Gao et al. (2019); high-dimensional multivariate mediation (HDMM) by Ch
How to cite:
Dylan Clark-Boucher (2023). hdmed: Methods for Mediation Analysis with High-Dimensional Mediators. R package version 1.0.1, https://cran.r-project.org/web/packages/hdmed. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.0 (2023-02-27 09:42)
Other packages that cited hdmed R package
View hdmed citation profile
Other R packages that hdmed depends, imports, suggests or enhances
Complete documentation for hdmed
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for hdmed0510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
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  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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