Other packages > Find by keyword >

RsqMed  

Total Mediation Effect Size Measure for High-Dimensional Mediators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RsqMed", "1.1")



Attach the package and use:
library("RsqMed")
Maintained by
Tianzhong Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-02
Latest Update: 2023-11-14
Description:
An implementation of calculating the R-squared measure as a total mediation effect size measure and its confidence interval for moderate- or high-dimensional mediator models. It gives an option to filter out non-mediators using variable selection methods. The original R package is directly related to the paper Yang et al (2021) "Estimation of mediation effect for high-dimensional omics mediators with application to the Framingham Heart Study" . The new version contains a choice of using cross-fitting, which is computationally faster. The details of the cross-fitting method are available in the paper Xu et al (2023) "Speeding up interval estimation for R2-based mediation effect of high-dimensional mediators via cross-fitting" .
How to cite:
Tianzhong Yang (2020). RsqMed: Total Mediation Effect Size Measure for High-Dimensional Mediators. R package version 1.1, https://cran.r-project.org/web/packages/RsqMed. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.7.1 (2020-02-02 17:00), 0.2.1.0 (2022-11-07 21:40)
Other packages that cited RsqMed R package
View RsqMed citation profile
Other R packages that RsqMed depends, imports, suggests or enhances
Complete documentation for RsqMed
Functions, R codes and Examples using the RsqMed R package
Some associated functions: CF_Rsq.measure . CI.Rsq.measure . Rsq.measure . example . 
Some associated R codes: CrossFittedR2.R . RsqMed.R . RsqMed_sd.R .  Full RsqMed package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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