In this paper, we consider the following semiparametric regression model under fixed design: yi = x'iβ+g(xi)+ei. The estimators ofβ, g(·) and σ2 are obtained by using the least squares and usual nonparametric weight function method and their strong consistency is proved under the suitable conditions.
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