MSmix: Finite Mixtures of Mallows Models with Spearman Distance for Full and Partial Rankings
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 bootstrapping as well as via Hessian-based standard errors calculations. The most relevant reference of the methods is Crispino, Mollica, Astuti and Tardella (2023) <doi:10.1007/s11222-023-10266-8>.
| Version: | 1.0.2 |
| Depends: | R (≥ 4.3.0), dplyr (≥ 1.1.4) |
| 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), 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) |
| LinkingTo: | Rcpp |
| Suggests: | doParallel |
| Published: | 2024-06-15 |
| DOI: | 10.32614/CRAN.package.MSmix |
| Author: | Cristina Mollica 
[aut, cre, cph],
Marta Crispino
[aut, cph],
Lucia Modugno
[ctb],
Luca Tardella
[ctb] |
| Maintainer: | Cristina Mollica <cristina.mollica at uniroma1.it> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| Citation: | MSmix citation info |
| Materials: | NEWS |
| CRAN checks: | MSmix results |
Documentation:
| Reference manual: | MSmix.pdf |
Downloads:
| Package source: | MSmix_1.0.2.tar.gz |
| Windows binaries: | r-devel: MSmix_1.0.2.zip, r-release: MSmix_1.0.2.zip, r-oldrel: MSmix_1.0.2.zip |
| macOS binaries: | r-release (arm64): MSmix_1.0.2.tgz, r-oldrel (arm64): MSmix_1.0.2.tgz, r-release (x86_64): MSmix_1.0.2.tgz, r-oldrel (x86_64): MSmix_1.0.2.tgz |
| Old sources: | MSmix archive |
Linking:
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