For two samples of sizes , write and , with . The reference statistical degrees of freedom in Welch's t-test satisfyIndeed the Cauchy-Schwarz inequality applied to and gives the inequality after division. Thus an independent two-sample Welch's t-test on complete observations cannot have reference statistical degrees of freedom exceeding . The exact pooled two-sample t statistic also uses , under its stronger equal-variance assumptions.
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