Other packages > Find by keyword >

PLMIX  

Bayesian Analysis of Finite Mixtures of Plackett-Luce Models for Partial Rankings/Orderings
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PLMIX", "2.1.1")



Attach the package and use:
library("PLMIX")
Maintained by
Cristina Mollica
[Scholar Profile | Author Map]
First Published: 2016-12-21
Latest Update: 2019-09-04
Description:
Fit finite mixtures of Plackett-Luce models for partial top rankings/orderings within the Bayesian framework. It provides MAP point estimates via EM algorithm and posterior MCMC simulations via Gibbs Sampling. It also fits MLE as a special case of the noninformative Bayesian analysis with vague priors. In addition to inferential techniques, the package assists other fundamental phases of a model-based analysis for partial rankings/orderings, by including functions for data manipulation, simulation, descriptive summary, model selection and goodness-of-fit evaluation. Main references on the methods are Mollica and Tardella (2017) and Mollica and Tardella (2014) .
How to cite:
Cristina Mollica (2016). PLMIX: Bayesian Analysis of Finite Mixtures of Plackett-Luce Models for Partial Rankings/Orderings. R package version 2.1.1, https://cran.r-project.org/web/packages/PLMIX. Accessed 07 Apr. 2025.
Previous versions and publish date:
1.0 (2016-12-21 17:02), 2.0.1 (2018-05-02 12:21), 2.0 (2018-02-05 16:13), 2.1.0 (2019-08-04 01:10)
Other packages that cited PLMIX R package
View PLMIX citation profile
Other R packages that PLMIX depends, imports, suggests or enhances
Complete documentation for PLMIX
Downloads during the last 30 days
03/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/06Downloads for PLMIX010203040506070TrendBars

Today's Hot Picks in Authors and Packages

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  
letsR  
Data Handling and Analysis in Macroecology
Handling, processing, and analyzing geographic data on species' distributions and environmental var ...
Download / Learn more Package Citations See dependency  
probout  
Unsupervised Multivariate Outlier Probabilities for Large Datasets
Estimates unsupervised outlier probabilities for multivariate numeric data with many observations fr ...
Download / Learn more Package Citations See dependency  
nutriNetwork  
Structure Learning with Copula Graphical Model
Statistical tool for learning the structure of direct associations among variables for continuous d ...
Download / Learn more Package Citations See dependency  
ASMap  
Linkage Map Construction using the MSTmap Algorithm
Functions for Accurate and Speedy linkage map construction, manipulation and diagnosis of Doubled Ha ...
Download / Learn more Package Citations See dependency  
MetaAnalyser  
An Interactive Visualisation of Meta-Analysis as a Physical Weighing Machine
An interactive application to visualise meta-analysis data as a physical weighing machine. The inte ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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