Why we (usually) don't have to worry about multiple comparisons

Andrew Gelman, Jennifer Hill, Masanao Yajima

Applied researchers often find themselves making statistical inferences in settings that would seem to require multiple comparisons adjustments. We challenge the Type I error parad…