Example
Matrix Normal random variables arise from a sample identically distributed multivariate Normal random variables with possible dependence between the vectors. For example, if is an (n × p) matrix whose rows are independent with distribution then, where is the (n × n) identity matrix. On the other hand, the columns of are dependent but identically distributed multivariate Normal random variables. Furthermore, where .
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