On the unbiasedness of iterated gls estimators |
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Authors: | F.J. Henk Don Jan R. Magnus |
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Affiliation: | 1. Central Planning Bureau , The Hague;2. University of British Columbia , Vancouver |
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Abstract: | We Formulate sufficienct conditions for the existonce of the expectation of iterated generalized expectation of the iterated generalized least squares estimator, which consequently guarantee its unbiasedness, The analysis is applied to the maximum likelihood estimator in the general linear model with normal disturbances, where a set of assumptions ensures convergence of the iteration as well as unbiasedness. |
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Keywords: | generalized least squares mazimun izkelihccd iterative estimation existence of moments unbiasedness |
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