Submitted by terrykrohe t3_10mdxdd in dataisbeautiful
terrykrohe OP t1_j633q99 wrote
Reply to comment by coffeesharkpie in [OC] best-fit lines, correlations: ed spending vs evangelical –– 2020 election by terrykrohe
https://reference.wolfram.com/language/ref/TTest.html
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coffeesharkpie t1_j63k7fy wrote
Doesn't help to make clear if you report the t-value or the p-value of a t-test. If it's the t-value, you would at least need to report the related p-value to judge if the mean difference is statistically significant or not. If it is the p-value depending on the chosen alpha level (commonly .05) and depending on if it's one or two-sided, it's likely not statistically different because the value is too high. And if it's the p-value, you would also not interpret this directly as a probability of there being a difference in the means (at least in a Frequentist framework).
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