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math.PR2017
On Bernstein Type Inequalities for Stochastic Integrals of Multivariate Point Processes
Hanchao Wang, Zhengyan Lin, Zhonggen Su
We consider the stochastic integrals of multivariate point processes and study their concentration phenomena. In particular, we obtain a Bernstein type of concentration inequality…
math.PR2017
A Donsker-type Theorem for Log-likelihood Processes
Zhonggen Su, Hanchao Wang
Let be a complete stochastic basis, a semimartingale with predictable compensator . Consider a family of probability me…