A confidence interval is a range of values, derived from sample data, that is likely to contain the true population parameter with a specified level of confidence (e.g., 95%). It provides an estimate of uncertainty, indicating that if the same sampling method were repeated multiple times, the calculated intervals would contain the true value a certain percentage of the time.
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