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A confidence interval is a statistical range that estimates the true value of a population parameter, providing a measure of uncertainty around the estimate. It is calculated from sample data and expresses the degree of confidence that the parameter lies within that range, often associated with a certain confidence level, such as 95% or 99%. This concept is essential in data analysis, especially when making decisions based on sample data.
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