Asymptotic properties of an estimator in errors-in-variables models in the presence of validation data

Asymptotic properties of an estimator in errors-in-variables models in the presence of validation data

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Article ID: iaor20003218
Country: United Kingdom
Volume: 38
Issue: 5/6
Start Page Number: 31
End Page Number: 39
Publication Date: Sep 1999
Journal: Computers & Mathematics with Applications
Authors: , ,
Abstract:

Structural errors-in-variables models with dependent spatial observations are studied. The presence of validation data is assumed. An estimator for regression parameters is studied. Consistency and asymptotic normality of the estimator are established in the case of increasing domain. Infill asymptotic properties are described. Simulation results are also presented.

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