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The Wishart distribution is a common matrix distribution on square symmetric semi-definite matrices.
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Covariance matrix for Gaussian Process and Wishart distribution
What is mixed up is the covariance specification in terms of the ambient space on which the Gaussian process is defined, and the operation that transforms a finite dimensional Gaussian random variable …