Memoirs of the American Mathematical Society Ser.: One-Dimensional Empirical Measures, Order Statistics, and Kantorovich Transport Distances by Sergey Bobkov and Michel Ledoux (2019, Trade Paperback)
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Order statistics, reduction to uniform samples and analysis of beta distributions, inverse distribution functions, log-concavity are main tools in the investigation.