Product of sub-Gaussian random variables is sub-exponential

ID: product-of-sub-gaussian-random-variables-is-sub-exponential

If and are sub-Gaussian, without requiring independence between them, then is a sub-exponential random variable; equivalently, has a finite exponential absolute moment at some positive scale. The inequality converts exponential-square moment bounds for the factors into an exponential moment bound for the product.

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