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What is the difference between independent and paired samples in hypothesis testing?

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Independent samples: Observations in one group are not related to those in another (e.g., comparing two separate groups).

Paired samples: Observations are matched or related (e.g., pre- and post-treatment measurements on the same subjects).

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