Explicit estimators under <Emphasis Type="Italic">m</Emphasis>-dependence for a multivariate normal distribution |
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Authors: | Martin Ohlson Zhanna Andrushchenko Dietrich von Rosen |
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Institution: | 1.Link?ping University,Link?ping,Sweden;2.Swedish University of Agricultural Sciences,Uppsala,Sweden |
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Abstract: | The problem of estimating parameters of a multivariate normal p-dimensional random vector is considered for a banded covariance structure reflecting m-dependence. A simple non-iterative estimation procedure is suggested which gives an explicit, unbiased and consistent estimator
of the mean and an explicit and consistent estimator of the covariance matrix for arbitrary p and m. |
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