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Multivariate statistics
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==Important probability distributions== There is a set of [[probability distribution]]s used in multivariate analyses that play a similar role to the corresponding set of distributions that are used in [[univariate analysis]] when the [[normal distribution]] is appropriate to a dataset. These multivariate distributions are: :*[[Multivariate normal distribution]] :*[[Wishart distribution]] :*[[Multivariate Student distribution|Multivariate Student-t distribution]]. The [[Inverse-Wishart distribution]] is important in [[Bayesian inference]], for example in [[Bayesian multivariate linear regression]]. Additionally, [[Hotelling's T-squared distribution]] is a multivariate distribution, generalising [[Student's t-distribution]], that is used in multivariate [[Statistical hypothesis testing|hypothesis testing]].
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