When Should the Bonferroni Correction Be Used in Cancer Research?
The Bonferroni Correction is particularly useful in exploratory studies where the primary goal is to control the overall Type I error rate. It is also appropriate in confirmatory studies where specific hypotheses are being tested. However, researchers should weigh the trade-offs between controlling false positives and maintaining statistical power, especially in high-dimensional data settings.
