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Visualizing multiple results from Nonlinear CUB models with R grid Viewports

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DataCite Commons2020-09-18 更新2025-04-16 收录
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Nonlinear CUB models have been recently introduced in the literature to model rating or ordinal data. They extend the standard CUB(Combination of Uniform and Binomial), which is a mixture modelcombining a discrete Uniform and a Shifted Binomial random variables. Unlike CUB, Nonlinear CUB models account for the unequal spacing among response categories. Nonlinear CUB can be effectively used in a variety of fields, for example whenever questionnaires with questions having ordered response categories are used to measure human perceptions and attitudes. This paper proposes a new graphical representation, which works with R grid Viewports in order to summarize multiple results from Nonlinear CUB models in a unique plot. A case study on the perceived risk in fraud management ispresented.

提供机构:
University of Salento
创建时间:
2017-04-07
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