Other packages > Find by keyword >

mmb  

Arbitrary Dependency Mixed Multivariate Bayesian Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mmb", "0.13.3")



Attach the package and use:
library("mmb")
Maintained by
Sebastian Hönel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-23
Latest Update: 2020-09-23
Description:
Supports Bayesian models with full and partial (hence arbitrary) dependencies between random variables. Discrete and continuous variables are supported, and conditional joint probabilities and probability densities are estimated using Kernel Density Estimation (KDE). The full general form, which implements an extension to Bayes' theorem, as well as the simple form, which is just a Bayesian network, both support regression through segmentation and KDE and estimation of probability or relative likelihood of discrete or continuous target random variables. This package also provides true statistical distance measures based on Bayesian models. Furthermore, these measures can be facilitated on neighborhood searches, and to estimate the similarity and distance between data points. Related work is by Bayes (1763) and by Scutari (2010) .
How to cite:
Sebastian Hönel (2020). mmb: Arbitrary Dependency Mixed Multivariate Bayesian Models. R package version 0.13.3, https://cran.r-project.org/web/packages/mmb. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited mmb R package
View mmb citation profile
Other R packages that mmb depends, imports, suggests or enhances
Complete documentation for mmb
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
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  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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