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Why do null hypotheses represent relationships in populations while research hypotheses represent relationships in samples? Why is it important to write hypotheses prior to analyzing

Why do null hypotheses represent relationships in populations while research hypotheses represent relationships in samples?

Why is it important to write hypotheses prior to analyzing data?

why would a directional hypothesis be more appropriate than a nondirectional hypothesis in particular situations?

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