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Why do we use a 2for one test and a t for two other tests? What distinguishes these two test statistics? Why can't we just

Why do we use a 2for one test and a "t" for two other tests? What distinguishes these two test statistics? Why can't we just use the normal distribution, as we did with sample means?

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