Other packages > Find by keyword >

BayesMultiMode  

Bayesian Mode Inference
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BayesMultiMode", "0.7.3")



Attach the package and use:
library("BayesMultiMode")
Maintained by
Paul Labonne
[Scholar Profile | Author Map]
First Published: 2022-10-12
Latest Update: 2023-08-08
Description:
A two-step Bayesian approach for mode inference following Cross, Hoogerheide, Labonne and van Dijk (2024) ). First, a mixture distribution is fitted on the data using a sparse finite mixture (SFM) Markov chain Monte Carlo (MCMC) algorithm. The number of mixture components does not have to be known; the size of the mixture is estimated endogenously through the SFM approach. Second, the modes of the estimated mixture at each MCMC draw are retrieved using algorithms specifically tailored for mode detection. These estimates are then used to construct posterior probabilities for the number of modes, their locations and uncertainties, providing a powerful tool for mode inference.
How to cite:
Paul Labonne (2022). BayesMultiMode: Bayesian Mode Inference. R package version 0.7.3, https://cran.r-project.org/web/packages/BayesMultiMode. Accessed 06 May. 2025.
Previous versions and publish date:
0.1.1 (2022-10-12 10:33), 0.5.1 (2023-04-06 13:20), 0.6.0 (2023-08-08 12:50), 0.7.0 (2024-02-05 23:00), 0.7.1 (2024-03-21 15:40), 0.7.2 (2024-10-25 13:20)
Other packages that cited BayesMultiMode R package
View BayesMultiMode citation profile
Other R packages that BayesMultiMode depends, imports, suggests or enhances
Complete documentation for BayesMultiMode
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for BayesMultiMode01020304050607080TrendBars

Today's Hot Picks in Authors and Packages

netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
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  
tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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