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Asymptotic normality of wavelet estimator in heteroscedastic regression model
Authors:Liang Hanying  Lu Yi
Affiliation:(1) Dept. of Appl. Math., Tongji Univ., Shanghai, 200092, China
Abstract:The following heteroscedastic regression model Yi = g(xi) σiei (1 ≤ i ≤ n) is considered, where it is assumed that σ2i = f(ui), the design points (xi, ui) are known and nonrandom, g and f are unknown functions. Under the unobservable disturbance ei form martingale differences, the asymptotic normality of wavelet estimators of g with f being known or unknown function is studied.
Keywords:regression function  martingale difference error  wavelet estimator  asymptotic normality.
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