It draws attention to the deficiencies of standard statistical tools when used in the high-dimensional setting, and introduces the basic concepts and major results related to spectral statistics and random matrix theory under high-dimensional asymptotics in an understandable and reader-friendly way.
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‘High-Dimensional Covariance Matrix Estimation - Zagidullina, Aygul’.
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