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Mar 1, 2019 at 7:59 comment added Noah Then it doesn't matter which mean you subtract from the scores and which standard deviation you divide by the scores, as long as you use the same mean and standard deviations for all units in the sample for each measure. Standardization just changes the units; there is no better or rose mean and standard deviation to use. You can use the mean and standard deviation of the whole sample, or of the control group, or of the treated group. It might be best for you to do what is most commonly done in your discipline.
Feb 28, 2019 at 10:41 comment added Johanna Thanks. Yes, I want to compare the two groups. Previously I was told that standardization had to be done in reference to the control group.
Feb 27, 2019 at 19:08 history answered Noah CC BY-SA 4.0