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A confidence interval is a statistical range that is used to estimate the true value of a population parameter, based on a sample of data. It provides a range of values, derived from the sample statistics, that is likely to contain the true parameter value with a specified level of confidence, usually expressed as a percentage. Understanding confidence intervals is crucial for making inferences from data and aids in decision-making processes by quantifying uncertainty.
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