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Nonparametric Inference for a Class of Stochastic Partial Differential Equations II
Authors:Rao  B. L. S. Prakasa
Affiliation:(1) Indian Statistical Institute, New Delhi
Abstract:Consider the stochastic partial differential equationduisin(t,x) = theta(t)xutriuisin(t, x)dt + isindWQ(t,x), 0 le t le Twhere xutri = part2/partx2, theta isin THgr and THgr is a class of positive valued functions. We obtain an estimator for the linear multiplier theta (t) and establish the consistency, rate of convergence and asymptotic normality of this estimator as theta rarr 0.
Keywords:nonparametric estimation  stochastic partial differential equations  kernel method  linear multiplier
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