I'm doing a factor analysis and using the resulting factors in a regression. I'm using SAS. A number of the variables load positively on a factor. In order to make it easier to interpret in the final regression, it would be better if the loadings were negative.

Is there a way I can rotate the factor so the loadings are negative? Could the factors be multiplied by $-1$?

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    $\begingroup$ Yes: see stats.stackexchange.com/questions/34396. The SAS details, if you need them, are best asked on SO rather than here. $\endgroup$ – whuber May 14 '13 at 18:22
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    $\begingroup$ Yes, the loadings (and consequently the scores) of a factor can be multiplied by -1. Most FA implemementations actually do it internally: if sum of negative loadings is greater than the sum of positive ones, the sign is reverted. $\endgroup$ – ttnphns May 15 '13 at 6:23

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