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A $k\times k$ matrix of covariances between all pairs of $k$ random variables. It is also called variance-covariance matrix or simply the covariance matrix.

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Is every covariance matrix positive definite?

As the other answers already make clear, a covariance matrix is not necessarily positive definite, but only positive semi-definite. However, a covariance matrix is generally positive definite unless …
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