楼主: doris07
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[问答] spss因子综合得分计算出来与聚类分析会产生矛盾吗? [推广有奖]

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doris07 发表于 2014-3-19 19:54:07 |AI写论文

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求助,我现在已经将因子综合得分计算出来了,但是聚类效果不是太好,只能聚成两类。想请教各位,这两类与综合得分计算出来的顺序会有矛盾吗?
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关键词:聚类分析 综合得分 SPSS PSS 分析会 矛盾

沙发
ReneeBK 发表于 2014-3-20 05:31:38
  • Aldenderfer and Blashfield comment, “Factor analysis tends to blur the relationship between clusters. . . .”
  • Johnson (1988) comments, “The central limit theorem assures that when variables are grouped into factors a lot of ‘smoothing’ will occur. Cluster analysis can take advantage of the ‘lumpiness’ of data, and will be impeded by any smoothing. . . .”
  • Millgan (1987) states that if clusters exist in the original variable space, then factor analysis can distort or hide the true structure, as shown in a study by Sneath (1980).

http://www.oreon.net/docs/Market%20Figmentation_f_1.pdf

藤椅
ReneeBK 发表于 2014-3-20 05:33:32
I have analysed several dimensions in a survey. Each part of the survey represents a theoretical dimension and is analysed with factorial analysis. I want to use scores from factor analysis to do cluster analysis.
  • Should  I keep only first factor or do I need to retain all factors?
  • After factor analysis I did a PROMAX rotation which is an oblique rotation. How should I use the output from the PROMAX rotation? If i have taken account of that how do I compute distance with factors correlations matrix ?
http://stats.stackexchange.com/questions/2467/classification-after-factor-analysis

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