How do you decide null and alternative hypotheses


Discuss the below:

Q1: How do you decide your null and alternative hypotheses?

Q2: How do you as a researcher decide the confidence level? What factors do you consider to make that decision?

Q3: How do you decide on the type of test? For example, should you use z-test, t-test, or non-parametric test that we will study later on [such as x^2 test, F-test]?

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Basic Statistics: How do you decide null and alternative hypotheses
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