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