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NONMRAMETRIC AND SEMIPARAMETRICREGRESSION MODELS WITH LOCALLYGENERALIZED GAUSSIAN ERROR 被引量:2

NONMRAMETRIC AND SEMIPARAMETRIC REGRESSION MODELS WITH LOCALLY GENERALIZED GAUSSIAN ERROR
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摘要 Under a locally generalized Gaussian error’s structure, we obtain strong uniform consistency for nonparametric regression function estimators and strong consistency for parametric component estimators in semiparametric regression model. The strong consistency rates for these estimators are also given. Under a locally generalized Gaussian error's structure, we obtain strong uniform consistency for nonparametric regression function estimators and strong consistency for parametric component estimators in semiparametric regression model. The strong consistency rates for these estimators are also given.
出处 《Systems Science and Mathematical Sciences》 SCIE EI CSCD 1997年第1期80-90,共11页
关键词 NONPARAMETRIC SEMIPARAMETRIC regression STRONG CONSISTENCY Nonparametric, semiparametric regression, strong consistency
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