The independence assumption refers to the presumption that the observations or measurements in a statistical analysis are independent of one another. This concept is crucial as it allows for valid inference and generalizations to be made from sample data to the broader population. When this assumption holds true, the outcomes of one observation do not influence another, which is essential for accurately testing hypotheses and estimating parameters.
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