Connection Between Hypothesis Testing and Confidence Intervals

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There exists a direct connection between a two-sided hypothesis test for $\mu$ at the $\alpha = 0.10$ level of significance and a $90\%$ confidence interval for $\mu$ :

If falls
inside
outside of
the then the null hypothesis is rejected.
If falls
inside
outside of
the then the null hypothesis is not rejected.

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