Quasi-likelihood analysis and its applications

Abstract The Ibragimov–Khasminskii theory established a scheme that gives asymptotic properties of the likelihood estimators through convergence ratio random field. This is extending to various nonlinear stochastic processes, combined with polynomial type large deviation inequality proved for general locally asymptotically quadratic quasi-likelihood We give an overview analysis and its applications ergodic/non-ergodic statistics processes.