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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 462-463A Review of the Research in Measurement Error...

A Review of the Research in Measurement Error Models

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Abstract:

The measurement error models or EV(errors-in-variables) Models have been widely promoted in the field of statistics since 1877. According to the characteristics of the errors in variables, EV models can mainly be divided into three types: the additive model, the general measurement error model and berkson measurement error model. The emphases of researches in the EV models mainly focus on the effects of model estimation, hypothesis testing and model selection. In this paper, we concentrate on the research by conducted a systematic review of EV Models, in order to make a reference for researchers and practitioners.

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Progress in Mechatronics and Information Technology

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Periodical:

Applied Mechanics and Materials (Volumes 462-463)

Pages:

68-71

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.462-463.68

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Online since:

November 2013

Authors:

Yu Ying Jiang*, Qiang Liu

Keywords:

EV Model, Nonparametric Model, Semiparametric Model

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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