Pairwise Comparisons for Multivariate Ordered Categorical Responses
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AbstractIn many clinical and social studies, data collected are frequently ordered categorical. In order to compare mean responses of respondents from different populations, we propose to use the latent normal model that conceptualizes the categorical responses as manifestations of some underlying normal variables. We discuss pairwise comparison methods that are appropriate when the responses are multivariate. Furthermore, a real-life example is presented to illustrate the proposed method.
All Author(s) ListLEE Mei Wah, CHEUNG Siu Hung, POON Wai Yin
Name of Conference2014 Joint Statistical Meetings
Start Date of Conference02/08/2014
End Date of Conference07/08/2014
Place of ConferenceBoston
Country/Region of ConferenceUnited States of America
Proceedings Title2014 Joint Statistical Meetings
Place of PublicationUnited States of America, Boston
LanguagesEnglish-United Kingdom
KeywordsMultivariate Categorical Responses; Multiple Comparisons; Latent Normal Model

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