We can always say that a t-statistic from either a one-sample or two-sample scenario that is between -2 and 2 is insufficient evidence against the null. That is, any difference we observed could have happened just by chance. However, if we get a t-statistic of, say, 2.2, we can’t automatically say whether this is a statistically significant result or not until we know what piece of information?

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