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PLMIX
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", "2.2.0") Attach the package and use:
library("PLMIX")
Maintained by
Cristina Mollica
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-21
Latest Update: 2025-06-30
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 Mixture of Plackett-Luce Models. R package version 2.2.0, https://cran.r-project.org/web/packages/PLMIX. Accessed 28 Jun. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for PLMIX
Functions, R codes and Examples using
the PLMIX R package
Some associated functions: PLMIX-package . as.top_ordering . bicPLMIX . binary_group_ind . d_apa . d_carconf . d_dublinwest . d_gaming . d_german . d_nascar . d_occup . d_rice . freq_to_unit . gibbsPLMIX . gsPLMIX_to_mcmc . is.top_ordering . label_switchPLMIX . loglikelihood . make_complete . make_partial . mapPLMIX . mapPLMIX_multistart . paired_comparisons . plot.gsPLMIX . plot.mpPLMIX . ppcheckPLMIX . ppcheckPLMIX_cond . print.gsPLMIX . print.mpPLMIX . rPLMIX . rank_ord_switch . rank_summaries . selectPLMIX . summary.gsPLMIX . summary.mpPLMIX . unit_to_freq .
Some associated R codes: PLMIXfunctions.R . RcppExports.R . Full PLMIX package functions and examples
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