Title of article :
Drift estimation of a certain class of diffusion processes from discrete observation
Author/Authors :
V. Harison، نويسنده ,
Issue Information :
دوهفته نامه با شماره پیاپی سال 1996
Abstract :
Let θ be the unknown parameter in the drift coefficient of a certain class of nonstationary diffusion processes. We study maximum contrast estimators of θ from discrete observations, i.e., the sample path is observed at times kΔn, K = 0, 1, …, n. We propose some conditions on Δn under which the estimators are consistent and asymptotically normal. The results are applied to the Ornstein-Uhlenbeck and Mishra-Prakasa Rao processes.
Keywords :
Maximum contrast estimator , Asymptotic behaviour of estimators , Diffusion processes
Journal title :
Computers and Mathematics with Applications
Journal title :
Computers and Mathematics with Applications