楼主: 扁舟一叶
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[问答] 关于spss相关性分析,应该涉及到权重问题 [推广有奖]

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扁舟一叶 发表于 2014-5-25 18:50:07 |AI写论文

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想用spss分析“自身学习素质”与大学学生“学习能力”的相关性,但自身学习素质下面包含5个选项,改如何分析呢?是要把这5个选项合并成一个“自身学习素质”的得分,然后在分析与学习能力的相关性吗?
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关键词:相关性分析 SPSS 相关性 PSS SPSS分析 相关性

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ReneeBK 发表于 2014-5-26 07:13:43
In my understanding, this is correlation issue between scale and categorical variable.There are a few options:
  • Perform an analysis of variance (ANOVA) on the continuous variable separated into the modalities of the categorical variable. The idea is to look at the variance of the continuous variable within each class and compare it to the total variance.
  • Perform a multimodal regression of the continuous variables, predicting for the categorical variable.
  • Eta in SPSS measures the association between a scale (continuous) variable and a categorical variable. The limitation with the test is that it yields only the strenght of the association in a scale of 0-1 and which is interpreted just as you interprete correlation coeffcient for Pearson or Spearman. Logistic regression deals essentially with categorical variables. There are many other alternative tests that can apply if you intend to categorize the scale variable but I am making my proposition assuming that you want to keep your variables in their initial measurement levels.
  • http://courses.ncssm.edu/math/Stat_Inst/PDFS/Categorical%20Data%20Analysis.pdf

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