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| Authors: | Ekhine Irurozki, Borja Calvo, Jose A. Lozano | ||||
| Title: | PerMallows: An R Package for Mallows and Generalized Mallows Models | ||||
| Abstract: | In this paper we present the R package PerMallows, which is a complete toolbox to work with permutations, distances and some of the most popular probability models for permutations: Mallows and the Generalized Mallows models. The Mallows model is an exponential location model, considered as analogous to the Gaussian distribution. It is based on the definition of a distance between permutations. The Generalized Mallows model is its best-known extension. The package includes functions for making inference, sampling and learning such distributions. The distances considered in PerMallows are Kendall's τ , Cayley, Hamming and Ulam. | ||||
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Page views:: 925. Submitted: 2014-07-11. Published: 2016-08-03. |
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| Paper: |
PerMallows: An R Package for Mallows and Generalized Mallows Models
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| DOI: |
10.18637/jss.v071.i12
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This work is licensed under the licenses Paper: Creative Commons Attribution 3.0 Unported License Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license. |