Geodesic
On estimation of parameters in the bivariate linear errors-in-variables model
Applicationes Mathematicae, Tome 25 (1999) no. 4, pp. 401-410

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Zbl
We discuss some methods of estimation in bivariate errors-in-variables linear models. We also suggest a method of constructing consistent estimators in the case when the error disturbances have the normal distribution with unknown parameters. It is based on the theory of estimating variance components in linear models. A simulation study is presented which compares this estimator with the maximum likelihood one.
DOI : 10.4064/am-25-4-401-410
Keywords: regression line, variance component, simulation study, maximum likelihood method, estimator, replication model 
Anna Czapkiewicz. On estimation of parameters in the bivariate linear errors-in-variables model. Applicationes Mathematicae, Tome 25 (1999) no. 4, pp. 401-410. doi: 10.4064/am-25-4-401-410
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