What are communalities in factor analysis?

  • They are the shared variance between variables
  • They are the unique variances of variables
  • They are the variances of the factors after rotation
  • They represent the total variance of the factors
In factor analysis, communalities are the proportion of variance in each variable that is accounted for, or shared among the factors. They represent the shared variance between variables.
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