Other packages > Find by keyword >

multimedia  

Multimodal Mediation Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("multimedia", "0.2.0")



Attach the package and use:
library("multimedia")
Maintained by
Kris Sankaran
[Scholar Profile | Author Map]
First Published: 2024-09-18
Latest Update: 2024-09-18
Description:
Multimodal mediation analysis is an emerging problem in microbiome data analysis. Multimedia make advanced mediation analysis techniques easy to use, ensuring that all statistical components are transparent and adaptable to specific problem contexts. The package provides a uniform interface to direct and indirect effect estimation, synthetic null hypothesis testing, bootstrap confidence interval construction, and sensitivity analysis. More details are available in Jiang et al. (2024) "multimedia: Multimodal Mediation Analysis of Microbiome Data" <doi:10.1101/2024.03.27.587024>.
How to cite:
Kris Sankaran (2024). multimedia: Multimodal Mediation Analysis. R package version 0.2.0, https://cran.r-project.org/web/packages/multimedia. Accessed 13 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited multimedia R package
View multimedia citation profile
Other R packages that multimedia depends, imports, suggests or enhances
Complete documentation for multimedia
Functions, R codes and Examples using the multimedia R package
Full multimedia package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/11Downloads for multimedia024681012141618TrendBars

Today's Hot Picks in Authors and Packages

COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
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  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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