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A confidence interval is an interval that covers an unknown parameter with $100(1-\alpha)\%$ confidence. Confidence intervals are a frequentist concept. They are often confused with credible intervals which is the Bayesian analog.

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Is the assumption of symmetrical confidence intervals for bounded measures reasonable?

Is it legitimate to calculate confidence intervals for bounded measures like classification accuracy, AUC or correlation based on variance? Is it all right to say that the confidence interval is, for …
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