Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Rebecca Killick, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
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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.

Page views:: 2012. Submitted: 2014-07-11. Published: 2016-08-03.
Paper: PerMallows: An R Package for Mallows and Generalized Mallows Models     Download PDF (Downloads: 2003)
PerMallows_1.12.tar.gz: R source package Download (Downloads: 115; 96KB)
v71i12.R: R replication code Download (Downloads: 128; 7KB)

DOI: 10.18637/jss.v071.i12

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.