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by tel 5300 days ago
3.5 sigmas refers to the probability of some statistic being as severe as they're observing under a model where the Higgs does not exist. Regardless of the distribution, Chebyshev applies solely by assumption that sigma is a meaningful unit. It may be overly conservative though.