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Data-Driven Efficient Estimators for a Partially Linear Model

Data-Driven Efficient Estimators for a Partially Linear Model

Chen and Shiau showed that a two-stage spline smoothing method and the partial regression method lead to efficient estimators for the parametric component of a partially linear model when the smoothing parameter is a deterministic sequence tending to zero at an appropriate rate. This paper is concerned with the large-sample …