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What is the preferred statistical technique for analyzing

What is the preferred statistical technique for analyzing the data from an experiment that employs a posttest-only control-group design?

a t test comparing the posttest means of the experimental and control groups
multiple regression
analysis of covariance
the correlation ratio.

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