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 09 Mar. 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

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  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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