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We study the estimation of the additive components in additive regression models, based on the weighted sample average of regression surface, for stationary α-mixing processes. Explicit expression of this method makes possible a fast computation and allows an asymptotic analysis. The estimation procedure is especially useful for additive modeling. In this paper, it is shown that the average surface...
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