An Inequality of Optimal Order for the Tail Probabilities of theTStatistic Under Symmetry

Abstract

An inequality for the tail probabilites of the t statistic under the hypotheses of independence and symmetry is presented and is shown to yield bounds for the upper quantiles that approach those of the normal (and hence the smallest of such bounds possible) as the corresponding upper tail area tends to 0.