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What is the relationship between confidence intervals and hypothesis testing? When testing H0=u=u0 versus H1=u does not equal u0 , if a 95% confidence interval

What is the relationship between confidence intervals and hypothesis testing? When testing H0=u=u0 versus H1=u does not equal u0 , if a 95% confidence interval does not contain u0, we_______ H0 at the ______ level

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