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variable X has Hotelling's T-squared distribution, , then:

where is the ''F''-distribution with parameters p and m − p + 1.

Hotelling t-squared statistic

Let be the sample covariance:

where we denote transpose by an apostrophe. It can be shown that is a positive (semi) definite matrix

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