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The Variance of Partial Sums
Algebraic Moments, Elementary Exponential Inequalities
Maximal Inequalities and Strong Laws
Central Limit Theorems
Mixing and Coupling
Fuk-Nagaev Inequalities, Applications
Empirical Distribution Functions
Empirical Processes Indexed by Classes of Functions
Irreducible Markov Chains.

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