A range of values that likely contains the true population parameter, with a specified level of confidence (usually 95%). It provides information about the precision and uncertainty of an estimate.
Introduced by Jerzy Neyman in 1937 as an improvement over point estimates. 'Confidence' refers to the long-run probability that such intervals contain the true parameter, though the term often causes confusion about what the interval actually represents.
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