Asymptotic properties for Dirichlet processes indexed by a class of functions
Suppose that is a class of functions. In this paper, we obtain the exponential upper boundaries of the tail probabilities of the largest deviations for Dirichlet processes (DP) indexed by and the strong uniform convergence rates of the processes, and prove the central limit theorems for Dirichlet processes.
Year of publication: |
1997
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Authors: | Zhang, Dixin |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 32.1997, 1, p. 25-33
|
Publisher: |
Elsevier |
Keywords: | Dirichlet process Probability inequality Strong uniform convergence rate Central limit theorem |
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