Package: MSmix
Title: Finite Mixtures of Mallows Models with Spearman Distance for
        Full and Partial Rankings
Version: 2.0.0
Authors@R: c(person("Cristina", "Mollica", role = c("aut", "cre", "cph"), email = "cristina.mollica@uniroma1.it", comment = c(ORCID = "0000-0001-9152-6021")), 
             person("Marta", "Crispino", role = c("aut", "cph"), email = "marta.crispino@bancaditalia.it", comment = c(ORCID = "0000-0002-1818-1298")), 
             person("Lucia", "Modugno", role = c("ctb"), email = "lucia.modugno@bancaditalia.it", comment = c(ORCID = "0009-0003-7212-3237")), 
             person("Luca", "Tardella", role = c("ctb"), email = "luca.tardella@uniroma1.it", comment = c(ORCID = "0000-0002-5703-3909")))
Maintainer: Cristina Mollica <cristina.mollica@uniroma1.it>
Description: Fit and analysis of finite Mixtures of Mallows models with Spearman Distance for full and partial rankings with arbitrary missing positions. Inference is conducted within the maximum likelihood framework via Expectation-Maximization algorithms. Estimation uncertainty is tackled via diverse versions of bootstrapped and asymptotic confidence intervals. The most relevant reference of the methods is Crispino, Mollica, Astuti and Tardella (2023) <doi:10.1007/s11222-023-10266-8>.
License: GPL (>= 3)
Repository: CRAN
LinkingTo: Rcpp
Imports: BayesMallows (>= 2.0.1), bmixture (>= 1.7.0), data.table (>=
        1.15.0), factoextra (>= 1.0.7), fields (>= 15.2.0), foreach (>=
        1.5.2), ggbump (>= 0.1.0), ggplot2 (>= 3.4.4), gmp (>= 0.7.4),
        gridExtra (>= 2.3.0), methods (>= 4.3.1), magrittr (>= 2.0.3),
        nnet (>= 7.3.19), Rankcluster (>= 0.98.0), RColorBrewer (>=
        1.1.3), Rcpp (>= 1.0.12), reshape (>= 0.8.9), rlang (>= 1.1.3),
        scales (>= 1.3.0), spsUtil (>= 0.2.2), stats (>= 4.3.1)
Depends: R (>= 4.3.0), dplyr (>= 1.1.4)
Suggests: doParallel
NeedsCompilation: yes
Author: Cristina Mollica [aut, cre, cph]
    (<https://orcid.org/0000-0001-9152-6021>),
  Marta Crispino [aut, cph] (<https://orcid.org/0000-0002-1818-1298>),
  Lucia Modugno [ctb] (<https://orcid.org/0009-0003-7212-3237>),
  Luca Tardella [ctb] (<https://orcid.org/0000-0002-5703-3909>)
LazyData: true
Encoding: UTF-8
RoxygenNote: 7.3.2
Packaged: 2025-03-25 12:31:43 UTC; cristina
Date/Publication: 2025-03-25 17:50:10 UTC
Built: R 4.4.3; x86_64-w64-mingw32; 2025-10-13 13:02:36 UTC; windows
Archs: x64
