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In probability and statistics, a probability distribution assigns a probability to each measurable subset of the possible outcomes of a random experiment, survey, or procedure of statistical inference.

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concentration of random matrices involving normal random variables

Your question looks very similar to Mark Rudelson's inequality. Rudelson's inequality bounds the deviation of rank-one matrices/operators under the spectral norm. See Rudelson inequality For some ni …
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