Other packages > Find by keyword >

MR.RGM  

Multivariate Bidirectional Mendelian Randomization Networks
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/MR.RGM")

Install by package version:
library("remotes")
install_version("MR.RGM", "0.0.3")



Attach the package and use:
library("MR.RGM")
Maintained by
Bitan Sarkar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-28
Latest Update: 2024-03-02
Description:
Addressing a central challenge encountered in Mendelian randomization (MR) studies, where MR primarily focuses on discerning the effects of individual exposures on specific outcomes and establishes causal links between them. Using a network-based methodology, the intricacy involving interdependent outcomes due to numerous factors has been tackled through this routine. Based on Ni et al. (2018) , 'MR.RGM' extends to a broader exploration of the causal landscape by leveraging on network structures and involves the construction of causal graphs that capture interactions between response variables and consequently between responses and instrument variables. 'MR.RGM' facilitates the navigation of various data availability scenarios effectively by accommodating three input formats, i.e., individual-level data and two types of summary-level data. In the process, causal effects, adjacency matrices, and other essential parameters of the complex biological networks, are estimated. Besides, 'MR.RGM' provides uncertainty quantification for specific network structures among response variables.
How to cite:
Bitan Sarkar (2024). MR.RGM: Multivariate Bidirectional Mendelian Randomization Networks. R package version 0.0.3, https://cran.r-project.org/web/packages/MR.RGM. Accessed 12 Nov. 2024.
Previous versions and publish date:
0.0.1 (2024-02-28 11:50), 0.0.2 (2024-03-02 08:12)
Other packages that cited MR.RGM R package
View MR.RGM citation profile
Other R packages that MR.RGM depends, imports, suggests or enhances
Complete documentation for MR.RGM
Functions, R codes and Examples using the MR.RGM R package
Full MR.RGM package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

Relectoral  
Electoral Analysis
Functions to obtain an important number of electoral indicators described in the package, which can ...
Download / Learn more Package Citations See dependency  
mmrm  
Mixed Models for Repeated Measures
Mixed models for repeated measures (MMRM) are a popular choice for analyzing longitudinal continuou ...
Download / Learn more Package Citations See dependency  
snap  
Simple Neural Application
A simple wrapper to easily design vanilla deep neural networks using 'Tensorflow'/'Keras' backend fo ...
Download / Learn more Package Citations See dependency  
visualize  
Graph Probability Distributions with User Supplied Parameters and Statistics
Graphs the pdf or pmf and highlights what area or probability is present in user defined locations. ...
Download / Learn more Package Citations See dependency  
ggpolypath  
Polygons with Holes for the Grammar of Graphics
Tools for working with polygons with holes in 'ggplot2', with a new 'geom' for drawing a 'polypath' ...
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  

23,171

R Packages

199,134

Dependencies

62,827

Author Associations

23,089

Publication Badges

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