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On the unbiasedness of iterated gls estimators
Authors:F.J. Henk Don  Jan R. Magnus
Affiliation:1. Central Planning Bureau , The Hague;2. University of British Columbia , Vancouver
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.
Keywords:generalized least squares  mazimun izkelihccd  iterative estimation  existence of moments  unbiasedness
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