Understanding Multiple Comparisons and Simultaneous Inference

When it comes to confidence intervals and hypothesis testing there are two important limitations to keep in mind. The significance level1, \(\alpha\), or the confidence interval coverage, \(1 – \alpha\), only apply to one test or estimate, not to a series of tests or estimates. are only appropriate if the estimate or test was not […]