Familywise error rate (FWER) is the probability of making one or more Type I errors when performing multiple hypotheses tests simultaneously. Controlling FWER is crucial in statistical analysis to ensure the reliability of results when multiple comparisons are involved, often using methods like the Bonferroni correction to adjust significance levels.