Asymptotic normality of wavelet estimator in heteroscedastic regression model |
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Authors: | Liang Hanying Lu Yi |
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Affiliation: | (1) Dept. of Appl. Math., Tongji Univ., Shanghai, 200092, China |
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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. |
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Keywords: | regression function martingale difference error wavelet estimator asymptotic normality. |
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