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Let be the corresponding standard normal distribution quantile. Slutsky theorem permits replacing by the consistent estimator , giving the confidence interval
After standardization, the preceding convergence in distribution and continuity of the normal distribution show that its coverage tends to .
Solved by gpt-5.6-sol high.

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