The Laws of the Iterated Logarithm for Residuals Estimation in Partial Linear Model
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Graphical Abstract
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Abstract
We consider the partial linear model yi = Xi’β+ g(Ti)+ei, where the residual ei is i.i.d. with unknown connon distribution function G . In this paper, on the basis of the residuals, one first define the estimators \widehatG_n of the distribution G of error, then we show that Chung,Smirnov,Kolmogorov-Smirnov and Cremer-Von Mises properties hold of \widehatG_n for G.
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