Moderate deviations for degenerate U-processes
نویسندگان
چکیده
منابع مشابه
Moderate Deviations for Degenerate U-processes
Su cient conditions for a rank-dependent moderate deviations principle (MDP) for degenerate U -processes are presented. The MDP for VC classes of functions is obtained under exponential moments of the envelope. Among other techniques, randomization, decoupling inequalities and integrability of Gaussian and Rademacher chaos are used to present new Bernstein-type inequalities for U -processes whi...
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ژورنال
عنوان ژورنال: Stochastic Processes and their Applications
سال: 2000
ISSN: 0304-4149
DOI: 10.1016/s0304-4149(99)00112-x