Appropriate statistical tests
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Using an Appropriate Statistical Test on the Data

During the design of an experiment books on statistical design or, better still, a statistician should be consulted to ensure that statistical tests can be applied validly to the resulting data to test the hypothesis.

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Grant Farrell and Mark Lonsdale