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PerMallows: An R package for mallows and generalized mallows models
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نویسنده
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irurozki e. ,calvo b. ,lozano j.a.
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منبع
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journal of statistical software - 2016 - دوره : 71 - شماره : 0
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چکیده
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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. © 2016,american statistical association. all rights reserved.
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کلیدواژه
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Cayley; Generalized Mallows; Hamming; Kendall’s τ; Learning; Mallows; Permutation; R; Ranking; Sampling; Ulam
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آدرس
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intelligent systems group,department of computer science and artificial intelligence,faculty of computer science,university of the basque country,donostia,20008, Spain, intelligent systems group,department of computer science and artificial intelligence,faculty of computer science,university of the basque country,donostia,20008, Spain, intelligent systems group,department of computer science and artificial intelligence,faculty of computer science,university of the basque country,donostia,20008, Spain
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Authors
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