Techniques for Simultaneous Inference

When more than one significance test is carried out on data from a single experiment, researchers are often concerned with the probability of one or more Type I errors over the entire set of tests. This article considers several methods of exercising control over that probability (the so-called family-wise Type I error rate), provides a schematic that can be used by a researcher to choose among the methods, and discusses applications to contingency tables.