For the multivariate Laplace distribution (see Problem 8.2.3), obtain the MLE of θ and Σ and verify whether or not these can be expressed in terms of marginal MLEs.
For the errors ei , consider the multivariate t-distribution (see Problem 8.2.4), where x − θ is replaced by e. Examine whether or not the MLE of β can be expressed in terms of marginal MLE.
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