Modelling shelter choices in a class of mixture models for ordinal responses
Modelling shelter choices in a class of mixture models for ordinal responses
复制标题
在一类混合模型中对有序响应的庇护所选择进行建模
DOI：
10.1007/s10260-011-0176-x
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发表时间：
2012
影响因子：
1
通讯作者：
M. Iannario
中科院分区：
文献类型：
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作者：
M. Iannario
在评级调查中，人们被要求通过在有序类别列表中进行选择来评估对象、物品、服务等。在某些情况下，可能会有一部分受访者选择特定选项只是为了简化要求更高的选择。在这种情况下，我们概括了一类序数数据模型（称为 cub 并被证明对于拟合和解释有效），以考虑可能存在的庇护所选择。在讨论解释和推理问题之后，通过真实案例研究和模拟实验来检查该方法的实用性。最后一些评论结束了本文。
In rating surveys, people are requested to evaluate objects, items, services, and so on, by choosing among a list of ordered categories. In some circumstances, it may happen that a subset of respondents selects a specific option just to simplify a more demanding choice. In this context, we generalize a class of ordinal data models (called cub and proven effective for fitting and interpretation), for taking the possible presence of a shelter choice into account. After the discussion of interpretative and inferential issues, the usefulness of the approach is checked against real case studies and by means of a simulation experiment. Some final remarks end the paper.