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A GENERALIZED LEAST‐SQUARES APPROACH FOR ESTIMATION OF AUTOREGRESSIVE MOVING‐AVERAGE MODELS

机译:A GENERALIZED LEAST‐SQUARES APPROACH FOR ESTIMATION OF AUTOREGRESSIVE MOVING‐AVERAGE MODELS

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Abstract.In this paper we present a generalized least‐squares approach for estimating autoregressive moving‐average (ARMA) models. Simulation results based on different model structures with varying numbers of observations are used to contrast the performance of our procedure with that of maximum likelihood estimates. Existing software packages can be utilized to derive these estima

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