Learning mixtures of permutations: groups of pairwise comparisons and combinatorial method of moments

DOI10.1214/22-AOS2185MaRDI QIDQ2091836

Yanyan Li

Publication date: 2 November 2022

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2009.06784

zbMATH Keywords

method of momentsrank aggregationMallows modelgroup of pairwise comparisonsmixture of permutations

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Searching and sorting (68P10) Statistical ranking and selection procedures (62F07)

Uses Software

• PerMallows

Cites Work

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• Mixtures of distance-based models for ranking data
• A mixture of experts model for rank data with applications in election studies
• Realizability of a model in infinite statistics
• Mallows and generalized Mallows model for matchings
• Strong identifiability and optimal minimax rates for finite mixture estimation
• Optimal estimation of Gaussian mixtures via denoised method of moments
• The repeated insertion model for rankings: missing link between two subset choice models
• On Learning Mixture Models for Permutations
• Exploring Voting Blocs Within the Irish Electorate
• NON-NULL RANKING MODELS. I

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