Finite Mixtures of Mallows Models with Spearman Distance for Full and Partial Rankings

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Documentation for package ‘MSmix’ version 2.0.0

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MSmix-package Finite Mixtures of Mallows Models with Spearman Distance for Full and Partial Rankings
aicMSmix BIC and AIC for mixtures of Mallows models with Spearman distance
bicMSmix BIC and AIC for mixtures of Mallows models with Spearman distance
bootstrapMSmix Bootstrap confidence intervals for the fitted mixture of Mallows models with Spearman distance
confintMSmix Asymptotic confidence intervals for the fitted mixture of Mallows models with Spearman distance
data_augmentation Data augmentation of partial rankings
data_censoring Censoring of full rankings
data_completion Completion of partial rankings with reference full rankings
data_conversion Switch data format from rankings to orderings and vice versa
data_description Descriptive summaries for partial rankings
expected_spear_dist Expectation of the Spearman distance
fitMSmix MLE of mixtures of Mallows models with Spearman distance via EM algorithms
likMSmix (Log-)likelihood for mixtures of Mallows models with Spearman distance
MSmix Finite Mixtures of Mallows Models with Spearman Distance for Full and Partial Rankings
partition_fun_spear Partition function of the Mallows model with Spearman distance
plot.bootMSmix Bootstrap confidence intervals for the fitted mixture of Mallows models with Spearman distance
plot.data_descr Plot descriptive statistics for partial rankings
plot.dist Plot the Spearman distance matrix
plot.emMSmix Plot the MLEs for the fitted mixture of Mallows models with Spearman distance
print.bootMSmix Print of the bootstrap confidence intervals for the fitted mixture of Mallows models with Spearman distance
print.ciMSmix Asymptotic confidence intervals for the fitted mixture of Mallows models with Spearman distance
print.data_descr Descriptive summaries for partial rankings
print.emMSmix MLE of mixtures of Mallows models with Spearman distance via EM algorithms
print.summary.emMSmix Summary of the fitted mixture of Mallows models with Spearman distance
ranks_antifragility Antifragility Data (complete rankings with covariates)
ranks_beers Beers Data (partial rankings with covariate)
ranks_horror Arkham Horror Data (complete rankings)
ranks_read_genres Reading Genres Data (partial rankings with covariates)
ranks_sports Sports Data (complete rankings with covariates)
rearrange_output_mix Arrange the output of MLE of mixtures of Mallows models with Spearman distance via EM algorithms
rMSmix Random samples from a mixture of Mallows models with Spearman distance
spear_dist Spearman distance
spear_dist_distr Spearman distance distribution under the uniform ranking model
summary.emMSmix Summary of the fitted mixture of Mallows models with Spearman distance
var_spear_dist Variance of the Spearman distance