A diagnostic framework for the Bradley–Terry model

Weichen Wu, Nynke Niezink and Brian Junker

Journal of the Royal Statistical Society Series A, 2022, vol. 185, issue S2, S461-S484

Abstract: Pairwise comparison data are widely seen in the social sciences, criminology, perception, genetics, bibliometrics, zoology, sports analytics and other fields, and the Bradley–Terry model is among the most commonly used to analyse such data. In this paper, we propose a framework of diagnostics for this class of models, developing diagnostics for both the objects being compared and the subjects making the comparisons. We illustrate the proposed framework in two survey data sets.

Date: 2022
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https://doi.org/10.1111/rssa.12959

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