original_query: What is a confidence interval in frequentist statistics?
query: What is a confidence interval in frequentist statistics?
answer: In frequentist statistics, a confidence interval (CI) is a range of estimates for an unknown parameter, defined by a lower and upper bound, calculated at a designated confidence level (e.g., 95%).  The confidence level represents the long-run frequency of CIs containing the true parameter value.