An empirical central limit theorem for dependent sequences

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Rosenthal-type inequalities for the maximum of partial sums of stationary processes and examples (2011, methodology): “(10) Since (E(S2r |Fk))k≥1 is a martingale, we shall use Doob’s maximal inequality to deal with the first term in the right-hand side of (10).”