Relations between multidimensional scaling and three-mode factor analysis

Relations between multidimensional scaling and three-mode factor analysis
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多维标度与三模式因子分析之间的关系

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发表时间:
1972
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通讯作者:
L. Tucker
L. Tucker
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文献类型:
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作者:
L. Tucker

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两种心理测量兴趣的结合是:A)多维尺度和b)因子分析。这是通过使用标量积矩阵的三模式因子分析来完成的,每个主题一个。其中两种模式是缩放的对象组,第三种模式是对象样本。结果是一个物体空间、一个人空间和一个系统,用于改变物体空间中位于人空间中不同位置的个体的维度和维度之间的角度的权重。用形容词相似度研究的数据来说明这一发展。
A combination is achieved of two lines of psychometric interest: a) multidimensional scaling and b) factor analysis. This is accomplished with the use of three-mode factor analysis of scalar product matrices, one for each subject. Two of the modes are the groups of objects scaled and the third mode is the sample of subjects. Results are an object space, a person space, and a system for changing weights given to dimensions and of angles between dimensions in the object space for individuals located at different places in the person space. The development is illustrated with data from an adjective similarity study.