Multiplying a Gaussian Matrix by a Gaussian Vector

Understand

We provide a new and simple characterization of the multivariate generalized Laplace distribution.

• In particular, this result implies that the product of a Gaussian matrix with independent and identically distributed columns by an independent isotropic Gaussian vector follows a symmetric multivariate generalized Laplace distribution.