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Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In statistics, a t-statistic is, broadly speaking, a statistic whose sampling distribution is a Student''s t-distribution. These are a parametric statistic, most frequently used in statistical hypothesis testing in Student''s t-tests, but can be defined and used independently of hypothesis testing.