The article discusses how conducting multiple tests in scientific studies can lead to false-positive results. Different methods, like the Bonferroni procedure and resampling techniques, can help correct for this issue. The choice of method depends on the type of study and hypotheses being tested. In omics studies, controlling the false discovery rate is often preferred for better power.