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PLMIX
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Version
Version
2.2.0
2.1.1
2.1.0
2.0.1
2.0
1.0
Install
install.packages('PLMIX')
Monthly Downloads
300
Version
2.2.0
License
GPL (>= 2)
Maintainer
Cristina Mollica
Last Published
June 30th, 2025
Functions in PLMIX (2.2.0)
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as.top_ordering
Coercion into top-ordering datasets
fill_single_entries
Utility to fill in single missing entries of top-(K-1) sequences in partial ordering/ranking datasets
ppcheckPLMIX
Posterior predictive check for Bayesian mixtures of Plackett-Luce models
ppcheckPLMIX_cond
Conditional posterior predictive check for Bayesian mixtures of Plackett-Luce models
gsPLMIX_to_mcmc
MCMC class objects from the Gibbs sampling simulations of a Bayesian mixture of Plackett-Luce models
gibbsPLMIX
Gibbs sampling for a Bayesian mixture of Plackett-Luce models
mapPLMIX
MAP estimation for a Bayesian mixture of Plackett-Luce models
freq_to_unit
Individual rankings/orderings from the frequency distribution
plot.mpPLMIX
Plot the MAP estimates for a Bayesian mixture of Plackett-Luce models
plot.gsPLMIX
Plot the Gibbs sampling simulations for a Bayesian mixture of Plackett-Luce models
mapPLMIX_multistart
MAP estimation for a Bayesian mixture of Plackett-Luce models with multiple starting values
label_switchPLMIX_single
Label switching adjustment for mixtures of Plackett-Luce models
d_german
German Sample Data (complete orderings)
Loglikelihood
Likelihood and log-likelihood evaluation for a mixture of Plackett-Luce models
print.gsPLMIX
Print of the Gibbs sampling simulation of a Bayesian mixture of Plackett-Luce models
d_occup
Occupation Data (complete orderings)
d_nascar
NASCAR Data (partial orderings)
myorder
Utility to switch from a partial ranking to a partial ordering (missing positions denoted with zero)
print.mpPLMIX
Print of the MAP estimation algorithm for a Bayesian mixture of Plackett-Luce models
d_rice
Rice Voting Data (partial orderings)
make_complete
Completion of partial rankings/orderings
make_partial
Censoring of complete rankings/orderings
label_switchPLMIX
Label switching adjustment of the Gibbs sampling simulations for Bayesian mixtures of Plackett-Luce models
print.summary.gsPLMIX
Print of the summary of Gibbs sampling simulation of a Bayesian mixture of Plackett-Luce models.
is.top_ordering
Top-ordering datasets
ppcheckPLMIX_cond_single
Conditional predictive posterior \(p\)-values
rPLMIX
Random sample from a mixture of Plackett-Luce models
selectPLMIX
Bayesian selection criteria for mixtures of Plackett-Luce models
ppcheckPLMIX_single
Posterior predictive check for a mixture of Plackett-Luce models
unit_to_freq
Frequency distribution from the individual rankings/orderings
selectPLMIX_single
Bayesian selection criteria for mixtures of Plackett-Luce models
print.summary.mpPLMIX
Print of the summary of MAP estimation for a Bayesian mixture of Plackett-Luce models
random_start
Appropriate simulation of starting values for tandom initialization of Gibbs Sampling. It start from the mle corresponding to no-group structure and then it randomly selects rescaled random support points (with sum 1) of G mixture components such that the marginal support coincides with the mle support for G=1 Random generation of starting values of the component-specific support parameters for Gibbs sampling
summary.gsPLMIX
Summary of the Gibbs sampling procedure for a Bayesian mixture of Plackett-Luce models
summary.mpPLMIX
Summary of the MAP estimation for a Bayesian mixture of Plackett-Luce models
paired_comparisons
Paired comparison matrix for a partial ordering/ranking dataset
rank_summaries
Descriptive summaries for a partial ordering/ranking dataset
rank_ord_switch
Switch from orderings to rankings and vice versa
d_gaming
Gaming Platforms Data (complete orderings)
bicPLMIX
BIC for the MLE of a mixture of Plackett-Luce models
binary_group_ind
Binary group membership matrix
d_dublinwest
Dublin West Data (partial orderings)
PLMIX
Bayesian Analysis of Finite Mixtures of Plackett-Luce Models for Partial Rankings/Orderings
d_carconf
Car Configurator Data (partial orderings)
d_apa
American Psychological Association Data (partial orderings)