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The test statistic in the t-test does not exactly follow a Student t distribution except under ideal conditions. If you’re comparing data from two normally distributed populations to see whether they have the same mean, the test statistic for the two-sample t-test does not have a t distribution unless the two populations have equal variance. […] The post T test with unequal variances first appeared on John D. Cook....