Other packages > Find by keyword >

BayesMultMeta  

Bayesian Multivariate Meta-Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BayesMultMeta", "0.1.1")



Attach the package and use:
library("BayesMultMeta")
Maintained by
Erik Thorsén
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-17
Latest Update: 2022-06-09
Description:
Objective Bayesian inference procedures for the parameters of the multivariate random effects model with application to multivariate meta-analysis. The posterior for the model parameters, namely the overall mean vector and the between-study covariance matrix, are assessed by constructing Markov chains based on the Metropolis-Hastings algorithms as developed in Bodnar and Bodnar (2021) (). The Metropolis-Hastings algorithm is designed under the assumption of the normal distribution and the t-distribution when the Berger and Bernardo reference prior and the Jeffreys prior are assigned to the model parameters. Convergence properties of the generated Markov chains are investigated by the rank plots and the split hat-R estimate based on the rank normalization, which are proposed in Vehtari et al. (2021) ().
How to cite:
Erik Thorsén (2022). BayesMultMeta: Bayesian Multivariate Meta-Analysis. R package version 0.1.1, https://cran.r-project.org/web/packages/BayesMultMeta. Accessed 12 Oct. 2026.
Previous versions and publish date:
0.1.0 (2022-05-17 18:50), (2026-07-09 07:58)
Other packages that cited BayesMultMeta R package
View BayesMultMeta citation profile
Other R packages that BayesMultMeta depends, imports, suggests or enhances
Complete documentation for BayesMultMeta
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ggparliament  
Parliament Plots
Simple parliament plots using 'ggplot2'. Visualize election results as points in the architectural l ...
Download / Learn more Package Citations See dependency  
cglasso  
Conditional Graphical LASSO for Gaussian Graphical Models with Censored and Missing Values
Conditional graphical lasso estimator is an extension of the graphical lasso proposed to estimate th ...
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  
SLEMI  
Statistical Learning Based Estimation of Mutual Information
The implementation of the algorithm for estimation of mutual information and channel capacity from e ...
Download / Learn more Package Citations See dependency  
gwavr  
Get Water Attributes Visually in R
Provides methods to Get Water Attributes Visually in R ('gwavr'). This allows the user to point and ...
Download / Learn more Package Citations See dependency  

29,000

R Packages

247,686

Dependencies

76,729

Author Associations

29,001

Publication Badges

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