Yu. V. Borovskikh 
U-Statistics in Banach Spaces [PDF ebook] 

Frontmatter – Contents – Preface – Introduction – 1. Basic definitions – 2. Inequalities – 3. Law of large numbers – 4. Weak convergence – 5. Functional limit theorems – 6. Approximation estimates – 7. Asymptotic expansions – 8. Large deviations – 9. Law of iterated logarithm – 10. Dependent variables – Bibliographical supplements and comments – Bibliography – Index