Other packages > Find by keyword >

LatentBMA  

Bayesian Model Averaging for Univariate Link Latent Gaussian Models
View on CRAN: Click here


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

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

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



Attach the package and use:
library("LatentBMA")
Maintained by
Gregor Zens
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-27
Latest Update: 2024-06-27
Description:
Bayesian model averaging (BMA) algorithms for univariate link latent Gaussian models (ULLGMs). For detailed information, refer to Steel M.F.J. & Zens G. (2024) "Model Uncertainty in Latent Gaussian Models with Univariate Link Function" <doi:10.48550/arXiv.2406.17318>. The package supports various g-priors and a beta-binomial prior on the model space. It also includes auxiliary functions for visualizing and tabulating BMA results. Currently, it offers an out-of-the-box solution for model averaging of Poisson log-normal (PLN) and binomial logistic-normal (BiL) models. The codebase is designed to be easily extendable to other likelihoods, priors, and link functions.
How to cite:
Gregor Zens (2024). LatentBMA: Bayesian Model Averaging for Univariate Link Latent Gaussian Models. R package version 0.1.1, https://cran.r-project.org/web/packages/LatentBMA
Previous versions and publish date:
0.1.0 (2024-06-27 16:40)
Other packages that cited LatentBMA R package
View LatentBMA citation profile
Other R packages that LatentBMA depends, imports, suggests or enhances
Functions, R codes and Examples using the LatentBMA R package
Full LatentBMA 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

fontBitstreamVera  
Fonts with 'Bitstream Vera Fonts' License
Provides fonts licensed under the 'Bitstream Vera Fonts' license for the 'fontquiver' package. ...
Download / Learn more Package Citations See dependency  
metacoder  
Tools for Parsing, Manipulating, and Graphing Taxonomic Abundance Data
A set of tools for parsing, manipulating, and graphing data classified by a hierarchy (e.g. a taxon ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
Jmisc  
Julian Miscellaneous Function
utc  
Coordinated Universal Time Transformations
Three functions are provided: first function changes time from local to UTC, other changes from UTC ...
Download / Learn more Package Citations See dependency  
RHMS  
Hydrologic Modelling System for R Users
Hydrologic modelling system is an object oriented tool for simulation and analysis of hydrologic eve ...
Download / Learn more Package Citations See dependency  

22,799

R Packages

195,128

Dependencies

63,620

Author Associations

22,800

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns