Selected Works of R.M. Dudley

1. Introduction
Evarist Giné, Vladimir Koltchinskii, Rimas Norvaiša

2. Weak Convergence of Probabilities on Nonseparable Metric Spaces and Empirical Measures on Euclidean Spaces
R. M. Dudley

3. Measures on Non-Separable Metric Spaces
R. M. Dudley

4. Distances of Probability Measures and Random Variables
R. M. Dudley

5. An Extended Wichura Theorem, Definitions of Donsker Class, and Weighted Empirical Distributions
R. M. Dudley

6. Introduction
Evarist Giné, Vladimir Koltchinskii, Rimas Norvaiša

7. Lorentz-invariant Markov processes in relativistic phase space
R. M. Dudley

8. A note on Lorentz-invariant Markov processes
R. M. Dudley

9. Asymptotics of Some Relativistic Markov Processes
R. M. Dudley

10. Introduction
Evarist Giné, Vladimir Koltchinski, Rimas Norvaiša

11. The Sizes of Compact Subsets of Hilbert Space and Continuity of Gaussian Processes
R. M. Dudley

12. On seminorms and probabilities, and abstract Wiener spaces
R. M. Dudley, Jacob Feldman, L. Cam

13. Sample Functions of the Gaussian Process
R. M. Dudley

14. On the Lower Tail of Gaussian Seminorms
J. Hoffmann-Jørgensen, L. A. Shepp, R. M. Dudley

15. Introduction
Evarist Giné, Vladimir Koltchinskii, Rimas Norvaiša

16. Special Invited Paper
R. M. Dudley

17. Empirical and Poisson Processes on Classes of Sets or Functions Too Large for Central Limit Theorems
R. M. Dudley

18. Invariance Principles for Sums of Banach Space Valued Random Elements and Empirical Processes
R. M. Dudley, Walter Philipp

19. Universal Donsker Classes and Metric Entropy
R. M. Dudley

20. Introduction
Evarist Giné, Vladimir Koltchinskii, Rimas Norvaiša

21. Fréchet Differentiability, p-Variation and Uniform Donsker Classes
R. M. Dudley

22. The Order of the Remainder in Derivatives of Composition and Inverse Operators for p-Variation Norms
R. M. Dudley

23. Empirical Processes and p-variation
R. M. Dudley

24. Introduction
Evarist Giné, Vladimir Koltchinskii, Rimas Norvaiša

25. Pathological Topologies and Random Walks on Abelian Groups
R. M. Dudley

26. Metric Entropy of Some Classes of Sets with Differentiable Boundaries
R. M. Dudley

27. Wiener Functionals as Itô Integrals
R. M. Dudley

28. A Metric Entropy Bound is Not Sufficient for Learnability
R. M. Dudley, S. R. Kulkarni, T. Richardson, O. Zeitouni

29. Asymptotic Normality with Small Relative Errors of Posterior Probabilities of Half-Spaces
R. M. Dudley, D. Haughton

Nyckelord: Mathematics, Probability Theory and Stochastic Processes, Statistical Theory and Methods