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Confidence intervals provide a range of values that act as an estimate of an unknown population parameter. They allow researchers to estimate a population proportion with a certain degree of confidence that the true proportion lies within the calculated interval. Confidence intervals are calculated using sample data and statistical formulas to produce a probability statement about what the population parameter might be.
