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11) What are the risks associated with running the same test multiple times? Is there any way to calculate this risk? What is the associated

11) What are the risks associated with running the same test multiple times? Is there any way to calculate this risk? What is the associated error of running 5 tests using the standard alpha level?

12) What are the two types of independent variable manipulations? Describe each. Which test is appropriate for each type? How are degrees of freedom affected?

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