Acknowledgements The authors would like to thank anonymous reviewers for their valuable comments and suggestions. This work was supported by the Specialized Research Fund for the Doctoral Program of Higher Education of China (Grant No. 200804860048) and the National Natural Science Foundation of China (Grant No. 11171262).
Let X^ε be a small perturbation Wishart process with values in the set of positive definite matrices of size m, i.e., the process X^ε is the solution of stochastic differential equation with non-Lipschitz diffusion ...
supported by National Natural Science Foundation of China (Grant Nos.10871153 and 11171262);the Specialized Research Fund for the Doctoral Program of Higher Education of China (Grant No. 200804860048)
Abstract We use moderate deviations to study the signal detection problem for a diffusion model. We establish a moderate deviation principle for the log-likelihood function of the diffusion model. Then applying the mo...
supported by the National Natural Science Foundation of China(11171262);the Specialized Research Fund for the Doctoral Program of Higher Education (200804860048)
We give a definition of relative entropy with respect to a sublinear expectation and establish large deviation principle for the empirical measures for independent random variables under the sublinear expectation.