Uniform confidence bands for nonparametric errors-in-variables regression
This paper develops a method to construct uniform confidence bands for a nonparametric regression function where a predictor variable is subject to a measurement error. We allow for the distribution of the measurement error to be unknown, but assume the availability of validation data or repeated me...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Elsevier Ltd
2019
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Subjects: | |
Online Access: | View Fulltext in Publisher |