Local generalized empirical estimation of regression

Abstract

Let be the density of a design variable and the regression function. Then , where . The Dirac Æ-function is used to define a generalized empirical function for whose expectation equals . This generalized empirical function exists only in the space of Schwartz distributions, so we introduce a local polynomial of order approximation to which provides… (More)

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