This work was partially supported by the National Natural Science Foundation of China (Grant No.10671089);the Specialized Research Fund for the Doctoral Program of Higher Education (Grant No.20060254006)
The estimation problem for diffusion coefficients in diffusion processes has been studied in many papers,where the diffusion coefficient function is assumed to be a 1-dimensional bounded Lipschitzian function of the s...