Simultaneous inference for Berkson errors-in-variables regression under fixed design

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Abstract:

In various applications of regression analysis, in addition to errors in the dependent observations also errors in the predictor variables play a substantial role and need to be incorporated in the statistical modeling process. In this paper we consider a nonparametric measurement error model of Berkson type with fixed design regressors...More

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