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What is the purpose of null hypothesis testing? In what scenarios do you use a z-test, a one-sample t-test, an independent-measures t-test, and a repeated-measures

  1. What is the purpose of null hypothesis testing?
  2. In what scenarios do you use a z-test, a one-sample t-test, an independent-measures t-test, and a repeated-measures t-test?
  3. What is a 95% confidence interval? Why should it not include 0?
  4. How are alpha, type I error rate, and p values related?
  5. What is meant by power? Why is it important?

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