Mixed membership models for rank data: Investigating structure in Irish voting data

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Title: Mixed membership models for rank data: Investigating structure in Irish voting data
Authors: Gormley, Isobel Claire
Murphy, Thomas Brendan
Permanent link: http://hdl.handle.net/10197/7185
Date: Dec-2014
Online since: 2016-06-01T01:00:11Z
Abstract: A mixed membership model is an individual level mixture model where individuals have partial membership of the profiles (or groups) that characterize a population. A mixed membership model for rank data is outlined and illustrated through the analysis of voting in the 2002 Irish general election. This particular election uses a voting system called proportional representation using a single transferable vote (PR-STV) where voters rank some or all of the candidates in order of preference. The data set considered consists of all votes in a constituency from the 2002 Irish general election. Interest lies in highlighting distinct voting profiles within the electorate and studying how voters affiliate themselves to these voting profiles. The mixed membership model for rank data is fitted to the voting data and is shown to give a concise and highly interpretable explanation of voting patterns in this election.
Type of material: Book Chapter
Publisher: CRC Press
Keywords: Proportional representationVotingIrelandStatistical analysis
Other versions: https://www.crcpress.com/Handbook-of-Mixed-Membership-Models-and-Their-Applications/Airoldi-Blei-Erosheva-Fienberg/9781466504080
Language: en
Status of Item: Peer reviewed
Is part of: Airoldi, E.M.,Blei, D.M., Erosheva, E.A. and Fienberg, S.E. (eds.). Handbook of Mixed Membership Models and Their Applications
ISBN: 9781466504080
Appears in Collections:Mathematics and Statistics Research Collection
CASL Research Collection

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