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Measurement error models with a general class of error distribution

2009; Taylor & Francis; Volume: 44; Issue: 2 Linguagem: Inglês

10.1080/02331880903023795

1029-4910

Alexandre G. Patriota, Heleno Bolfarine,

Advanced Statistical Process Monitoring

In general, the normal distribution is assumed for the surrogate of the true covariates in the classical measurement error model. This paper considers a class of distributions, which includes the normal one, for the variables subject to error. An estimation approach yielding consistent estimators is developed and simulation studies reported.