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Mainstream statistical tests of significance were created by two statisticians, William Sealy Gosset and Ronald Fisher.
William Sealy Gosset created the t-distribution which is used in the t-test of significance.
Ronald Fisher created the F-distribution which is used in all ANOVA tests.
William Sealy Gosset
Statistics book
Ronald Fisher
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