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by grungegun 1593 days ago
For reference, see the book High Dimensional Probability by Vershynin. It's free online. See Theorem 3.1.1. It proves that a sub-gaussian random vector is in some sense close in norm to sqrt(n) where n is the number of dimensions. Most of these results are true up to multiplying by some unknown constant.