A simple method for the estimation of rational distributed lag models |
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Authors: | Rahiala Markku |
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Affiliation: | Department of Statistics , University of Helsinki , |
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Abstract: | In an earlier paper we suggested a method for the identification and estimation of linear transfer function models. The method was claimed to be especially suitable for polynomial transfer function models. In this paper we shall consider the case of rational transfer function models (distributed lag models) in more detail. A simple method for the estimation of the parameters of multiple input rational distributed lag models is suggested. The method is based on simple linear identities that the parameters always fulfill. The asymptotic distribution of the proposed estimator is derived. Two illustrative examples of the use of the new method are given. |
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Keywords: | rational transfer functions distributed lag models GLS-estimation |
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