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The Wishart distribution is a common matrix distribution on square symmetric semi-definite matrices.
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Downsides of inverse Wishart prior in hierarchical models
I am working with a Bayesian hierarchical model that has a number of parameters for each experimental unit (6 parameters). I really do not know all that much about them a-priori, but it is quite plaus …