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Chen Xia |
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Nonparametric Variance Function Estimate in Generalized Linear Models
Chen Xia
School of Math and Statistics, Wuhan University, Wuhan, 430072
This article advances an improved estimate $\wh\sigma_{n}(u)$ of $\sigma(u)$, and under some conditions, proves $\sup\limits_{u}|\wh\sigma_{n}(u)-\sigma(u)|\rightarrow0$ in probability with faster speed.