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For instance, when you calculate a 95% confidence interval for a parameter this should be taken to mean that, if you were to repeat the entire procedure of sampling from the population and calculating the confidence interval many times then the collection of confidence intervals would include the given parameter 95% of the time.

And sometimes the confidence intervals would not include the given parameter.

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Q: Does the population mean have to fall within the confidence interval?
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